diff --git a/projects.csv b/projects.csv
index 2f2f05f..5e886f2 100644
--- a/projects.csv
+++ b/projects.csv
@@ -1,14 +1,14 @@
project,language,languages,category,section,section_slug,last_commit,stars,url,description,github,cran,pypi,commercial,repo
-numpy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-19,33053,https://numpy.org/,NumPy is the fundamental package for scientific computing with Python. [GitHub](https://github.com/numpy/numpy),True,False,False,False,numpy/numpy
-scipy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-19,15128,https://scipy.org/,"SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering. [GitHub](https://github.com/scipy/scipy)",True,False,False,False,scipy/scipy
-pandas,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-19,50250,https://pandas.pydata.org,"pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. [GitHub](https://github.com/pandas-dev/pandas)",True,False,False,False,pandas-dev/pandas
-polars,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-19,40126,https://docs.pola.rs/,Polars is a blazingly fast DataFrame library for manipulating structured data. [GitHub](https://github.com/pola-rs/polars),True,False,False,False,pola-rs/polars
+numpy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-20,33069,https://numpy.org/,NumPy is the fundamental package for scientific computing with Python. [GitHub](https://github.com/numpy/numpy),True,False,False,False,numpy/numpy
+scipy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-20,15134,https://scipy.org/,"SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering. [GitHub](https://github.com/scipy/scipy)",True,False,False,False,scipy/scipy
+pandas,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-20,50230,https://pandas.pydata.org,"pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. [GitHub](https://github.com/pandas-dev/pandas)",True,False,False,False,pandas-dev/pandas
+polars,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-20,40140,https://docs.pola.rs/,Polars is a blazingly fast DataFrame library for manipulating structured data. [GitHub](https://github.com/pola-rs/polars),True,False,False,False,pola-rs/polars
quantdsl,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2017-10-26,386,https://github.com/johnbywater/quantdsl,Domain specific language for quantitative analytics in finance and trading.,True,False,False,False,johnbywater/quantdsl
statistics,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,,0,https://docs.python.org/3/library/statistics.html,Builtin Python library for all basic statistical calculations.,False,False,False,False,
-sympy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-19,15024,https://www.sympy.org/,SymPy is a Python library for symbolic mathematics. [GitHub](https://github.com/sympy/sympy),True,False,False,False,sympy/sympy
-pymc3,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-19,9814,https://docs.pymc.io/,Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano. [GitHub](https://github.com/pymc-devs/pymc),True,False,False,False,pymc-devs/pymc
+sympy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-19,15026,https://www.sympy.org/,SymPy is a Python library for symbolic mathematics. [GitHub](https://github.com/sympy/sympy),True,False,False,False,sympy/sympy
+pymc3,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-19,9815,https://docs.pymc.io/,Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano. [GitHub](https://github.com/pymc-devs/pymc),True,False,False,False,pymc-devs/pymc
modelx,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-18,134,https://docs.modelx.io/,Python reimagination of spreadsheets as formula-centric objects that are interoperable with pandas. [GitHub](https://github.com/fumitoh/modelx),True,False,False,False,fumitoh/modelx
-ArcticDB,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-14,2551,https://github.com/man-group/ArcticDB,High performance datastore for time series and tick data.,True,False,False,False,man-group/ArcticDB
+ArcticDB,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-14,2552,https://github.com/man-group/ArcticDB,High performance datastore for time series and tick data.,True,False,False,False,man-group/ArcticDB
CRNG,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-04-12,8,https://github.com/brotto/crng,"Contingency Random Number Generator that produces random numbers with real financial market statistical signatures (fat tails, volatility clustering, kurtosis). Matches 86% of real market metrics vs 14% for NumPy.",True,False,False,False,brotto/crng
xts,R,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-09-08,224,https://github.com/joshuaulrich/xts,"eXtensible Time Series: Provide for uniform handling of R's different time-based data classes by extending zoo, maximizing native format information preservation and allowing for user level customization and extension, while simplifying cross-class interoperability.",True,False,False,False,joshuaulrich/xts
data.table,R,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-19,3928,https://github.com/Rdatatable/data.table,"Extension of data.frame: Fast aggregation of large data (e.g. 100GB in RAM), fast ordered joins, fast add/modify/delete of columns by group using no copies at all, list columns and a fast file reader (fread). Offers a natural and flexible syntax, for faster development.",True,False,False,False,Rdatatable/data.table
@@ -23,7 +23,7 @@ Temporal.jl,Julia,Julia,Numerical Libraries & Data Structures,Numerical Librarie
DataFrames.jl,Julia,Julia,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-11,1840,https://github.com/JuliaData/DataFrames.jl,In-memory tabular data in Julia.,True,False,False,False,JuliaData/DataFrames.jl
TSFrames.jl,Julia,Julia,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2024-06-18,100,https://github.com/xKDR/TSFrames.jl,Handle timeseries data on top of the powerful and mature DataFrames.jl.,True,False,False,False,xKDR/TSFrames.jl
TimeArrays.jl,Julia,Julia,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-07-03,41,https://github.com/bhftbootcamp/TimeArrays.jl,Time series handling for Julia.,True,False,False,False,bhftbootcamp/TimeArrays.jl
-jacobian,Python,"Python,MCP",Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-04,307,https://github.com/morluto/jacobian,"Exact computation and conjecture testing across polynomial maps, linear algebra, and graph algorithms for agent-driven mathematical research.",True,False,False,False,morluto/jacobian
+jacobian,Python,"Python,MCP",Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-10-04,312,https://github.com/morluto/jacobian,"Exact computation and conjecture testing across polynomial maps, linear algebra, and graph algorithms for agent-driven mathematical research.",True,False,False,False,morluto/jacobian
PyQL,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-07-16,1343,https://github.com/enthought/pyql,QuantLib's Python port.,True,False,False,False,enthought/pyql
vollib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2023-04-01,1031,https://github.com/vollib/vollib,"vollib is a python library for calculating option prices, implied volatility and greeks.",True,False,False,False,vollib/vollib
py_vollib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-04-30,441,https://github.com/vollib/py_vollib,vollib Python implementation.,True,False,False,False,vollib/py_vollib
@@ -32,12 +32,12 @@ vanilla-option-pricers,Python,Python,Financial Instruments & Pricing,Financial I
StochVolModels,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-15,239,https://github.com/ArturSepp/StochVolModels,"Pricing analytics and Monte Carlo simulation for stochastic volatility models, including the log-normal SV model and the Heston model.",True,False,False,False,ArturSepp/StochVolModels
QuantPy,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2017-11-28,1069,https://github.com/jsmidt/QuantPy,A framework for quantitative finance In python.,True,False,False,False,jsmidt/QuantPy
Finance-Python,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2024-01-01,914,https://github.com/alpha-miner/Finance-Python,Python tools for Finance.,True,False,False,False,alpha-miner/Finance-Python
-ffn,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-17,2684,https://github.com/pmorissette/ffn,A financial function library for Python.,True,False,False,False,pmorissette/ffn
+ffn,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-20,2684,https://github.com/pmorissette/ffn,A financial function library for Python.,True,False,False,False,pmorissette/ffn
pynance,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2021-02-03,482,https://github.com/GriffinAustin/pynance,Lightweight Python library for assembling and analyzing financial data.,True,False,False,False,GriffinAustin/pynance
tia,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2017-06-05,426,https://github.com/bpsmith/tia,Toolkit for integration and analysis.,True,False,False,False,bpsmith/tia
pysabr,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2022-04-21,626,https://github.com/ynouri/pysabr,SABR model Python implementation.,True,False,False,False,ynouri/pysabr
-FinancePy,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-19,3185,https://github.com/domokane/FinancePy,"A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.",True,False,False,False,domokane/FinancePy
-gs-quant,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-13,13229,https://github.com/goldmansachs/gs-quant,Python toolkit for quantitative finance.,True,False,False,False,goldmansachs/gs-quant
+FinancePy,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-19,3187,https://github.com/domokane/FinancePy,"A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.",True,False,False,False,domokane/FinancePy
+gs-quant,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-13,13235,https://github.com/goldmansachs/gs-quant,Python toolkit for quantitative finance.,True,False,False,False,goldmansachs/gs-quant
willowtree,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2018-07-14,385,https://github.com/federicomariamassari/willowtree,Robust and flexible Python implementation of the willow tree lattice for derivatives pricing.,True,False,False,False,federicomariamassari/willowtree
financial-engineering,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2017-11-20,548,https://github.com/federicomariamassari/financial-engineering,"Applications of Monte Carlo methods to financial engineering projects, in Python.",True,False,False,False,federicomariamassari/financial-engineering
optlib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2022-11-18,1636,https://github.com/dbrojas/optlib,A library for financial options pricing written in Python.,True,False,False,False,dbrojas/optlib
@@ -61,7 +61,7 @@ QuantOracle,Python,Python,Financial Instruments & Pricing,Financial Instruments
BDE Score,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-01,4,https://github.com/hbhqq9/bde-score,"Multi-factor quantitative stock analysis MCP server for US, HK, and CN A-share markets. Transparent 0-100 scoring from 40+ indicators. Listed on Official MCP Registry.",True,False,False,False,hbhqq9/bde-score
implied-expectations,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-07-02,1,https://github.com/Keenan-ux/implied-expectations,"Reverse DCF that solves for the revenue growth, duration, and operating margin a stock price implies, from SEC EDGAR fundamentals.",True,False,False,False,Keenan-ux/implied-expectations
RQuantLib,R,R,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-13,136,https://github.com/eddelbuettel/rquantlib,RQuantLib connects GNU R with QuantLib.,True,False,False,False,eddelbuettel/rquantlib
-quantmod,R,R,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-06-28,909,https://cran.r-project.org/web/packages/quantmod/index.html,Quantitative Financial Modelling Framework. [GitHub](https://github.com/joshuaulrich/quantmod),True,True,False,False,joshuaulrich/quantmod
+quantmod,R,R,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-06-28,910,https://cran.r-project.org/web/packages/quantmod/index.html,Quantitative Financial Modelling Framework. [GitHub](https://github.com/joshuaulrich/quantmod),True,True,False,False,joshuaulrich/quantmod
Rmetrics,R,R,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,,0,https://www.rmetrics.org,The premier open source software solution for teaching and training quantitative finance.,False,False,False,False,
fAsianOptions,,,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,,0,https://cran.r-project.org/web/packages/fAsianOptions/index.html,EBM and Asian Option Valuation.,False,True,False,False,
fAssets,,,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2023-04-24,0,https://cran.r-project.org/web/packages/fAssets/index.html,Analysing and Modelling Financial Assets.,False,True,False,False,
@@ -91,7 +91,7 @@ fmbasics,R,R,Financial Instruments & Pricing,Financial Instruments & Pricing,fin
R-fixedincome,R,R,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2025-05-10,64,https://github.com/wilsonfreitas/R-fixedincome,Fixed income tools for R.,True,False,False,False,wilsonfreitas/R-fixedincome
QuantLib.jl,Julia,Julia,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2020-02-18,143,https://github.com/pazzo83/QuantLib.jl,Quantlib implementation in pure Julia.,True,False,False,False,pazzo83/QuantLib.jl
Miletus.jl,Julia,Julia,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2023-12-07,94,https://github.com/JuliaComputing/Miletus.jl,"A financial contract definition, modeling language, and valuation framework.",True,False,False,False,JuliaComputing/Miletus.jl
-Strata,Java,Java,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-07,977,https://strata.opengamma.io/,Modern open-source analytics and market risk library designed and written in Java. [GitHub](https://github.com/OpenGamma/Strata),True,False,False,False,OpenGamma/Strata
+Strata,Java,Java,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-20,977,https://strata.opengamma.io/,Modern open-source analytics and market risk library designed and written in Java. [GitHub](https://github.com/OpenGamma/Strata),True,False,False,False,OpenGamma/Strata
JQuantLib,Java,Java,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2016-02-26,156,https://github.com/frgomes/jquantlib,"JQuantLib is a free, open-source, comprehensive framework for quantitative finance, written in 100% Java.",True,False,False,False,frgomes/jquantlib
finmath.net,Java,Java,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-29,585,https://www.finmath.net/,Java library with algorithms and methodologies related to mathematical finance. [GitHub](https://github.com/finmath/finmath-lib),True,False,False,False,finmath/finmath-lib
quantcomponents,Java,Java,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2015-10-07,169,https://github.com/lsgro/quantcomponents,Free Java components for Quantitative Finance and Algorithmic Trading.,True,False,False,False,lsgro/quantcomponents
@@ -109,7 +109,7 @@ Ffinar,Haskell,Haskell,Financial Instruments & Pricing,Financial Instruments & P
QuantScale,Scala,Scala,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2014-01-14,51,https://github.com/choucrifahed/quantscale,Scala Quantitative Finance Library.,True,False,False,False,choucrifahed/quantscale
Scala Quant,Scala,Scala,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2017-05-06,10,https://github.com/frankcash/Scala-Quant,Scala library for working with stock data from IFTTT recipes or Google Finance.,True,False,False,False,frankcash/Scala-Quant
QuantMath,Rust,Rust,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2020-05-28,410,https://github.com/MarcusRainbow/QuantMath,Financial maths library for risk-neutral pricing and risk.,True,False,False,False,MarcusRainbow/QuantMath
-RustQuant,Rust,Rust,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-04,1823,https://github.com/avhz/RustQuant,Quantitative finance library written in Rust.,True,False,False,False,avhz/RustQuant
+RustQuant,Rust,Rust,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-04,1825,https://github.com/avhz/RustQuant,Quantitative finance library written in Rust.,True,False,False,False,avhz/RustQuant
stochastic-rs,Rust,"Rust,Python",Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-09-30,195,https://stochastic.rust-dd.com,"Quantitative finance library with 130+ stochastic processes, option pricing and calibration, volatility surfaces and copulas, SIMD/GPU accelerated with Python bindings. [GitHub](https://github.com/rust-dd/stochastic-rs)",True,False,False,False,rust-dd/stochastic-rs
QoX,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-10-12,5,https://github.com/bboutelje/qox-python-samples,Finite difference pricing library written in Rust.,True,False,False,False,bboutelje/qox-python-samples
Repaint Check,Pine,Pine,Technical Indicators,Technical Indicators,technical-indicators,2026-09-26,0,https://github.com/arnjesix/stratcorealpha-pine-repaint-check,Records an EMA-cross signal during realtime bars and marks signals absent at the confirmed close.,True,False,False,False,arnjesix/stratcorealpha-pine-repaint-check
@@ -119,28 +119,28 @@ lppls,Python,Python,Technical Indicators,Technical Indicators,technical-indicato
talipp,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2025-09-09,543,https://github.com/nardew/talipp,Incremental technical analysis library for Python.,True,False,False,False,nardew/talipp
streaming_indicators,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-10-16,152,https://github.com/mr-easy/streaming_indicators,A python library for computing technical analysis indicators on streaming data.,True,False,False,False,mr-easy/streaming_indicators
QuantWave,Python,"Python,Rust,Polars",Technical Indicators,Technical Indicators,technical-indicators,2026-10-18,20,https://github.com/lavs9/quantwave,"Polars-native technical analysis and backtesting with bit-identical batch and streaming parity, plus an agent skill for consistent research-to-live strategy code.",True,False,False,False,lavs9/quantwave
-TA-Lib Python,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-10-17,12306,https://github.com/TA-Lib/ta-lib-python,Python wrapper for TA-Lib ().,True,False,False,False,TA-Lib/ta-lib-python
+TA-Lib Python,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-10-17,12320,https://github.com/TA-Lib/ta-lib-python,Python wrapper for TA-Lib ().,True,False,False,False,TA-Lib/ta-lib-python
ta,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-03-18,5236,https://github.com/bukosabino/ta,Technical Analysis Library using Pandas (Python).,True,False,False,False,bukosabino/ta
bta-lib,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2020-03-11,503,https://github.com/mementum/bta-lib,Technical Analysis library in pandas for backtesting algotrading and quantitative analysis.,True,False,False,False,mementum/bta-lib
-yfinance-ta-patterns,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-10-19,1,https://github.com/eminsk/yfinance-ta-patterns,Candlestick and chart pattern recognition library for Yahoo Finance OHLCV market data.,True,False,False,False,eminsk/yfinance-ta-patterns
+yfinance-ta-patterns,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-10-21,1,https://github.com/eminsk/yfinance-ta-patterns,Candlestick and chart pattern recognition library for Yahoo Finance OHLCV market data.,True,False,False,False,eminsk/yfinance-ta-patterns
TTR,R,R,Technical Indicators,Technical Indicators,technical-indicators,2026-02-28,351,https://github.com/joshuaulrich/TTR,Technical Trading Rules.,True,False,False,False,joshuaulrich/TTR
TALib.jl,Julia,Julia,Technical Indicators,Technical Indicators,technical-indicators,2017-08-22,53,https://github.com/femtotrader/TALib.jl,A Julia wrapper for TA-Lib.,True,False,False,False,femtotrader/TALib.jl
Indicators.jl,Julia,Julia,Technical Indicators,Technical Indicators,technical-indicators,2022-12-06,228,https://github.com/JTAmos/Indicators.jl,Financial market technical analysis & indicators on top of Temporal.,True,False,False,False,JTAmos/Indicators.jl
TechnicalIndicatorCharts.jl,Julia,Julia,Technical Indicators,Technical Indicators,technical-indicators,2026-09-17,8,https://github.com/g-gundam/TechnicalIndicatorCharts.jl,Visualize OnlineTechnicalIndicators.jl using LightweightCharts.jl.,True,False,False,False,g-gundam/TechnicalIndicatorCharts.jl
MarketTechnicals.jl,Julia,Julia,Technical Indicators,Technical Indicators,technical-indicators,2021-07-12,132,https://github.com/JuliaQuant/MarketTechnicals.jl,Technical analysis of financial time series on top of TimeSeries.,True,False,False,False,JuliaQuant/MarketTechnicals.jl
OnlineTechnicalIndicators.jl,Julia,Julia,Technical Indicators,Technical Indicators,technical-indicators,2026-09-07,33,https://github.com/femtotrader/OnlineTechnicalIndicators.jl,Julia Technical Analysis Indicators via online algorithms.,True,False,False,False,femtotrader/OnlineTechnicalIndicators.jl
-ta4j,Java,Java,Technical Indicators,Technical Indicators,technical-indicators,2026-10-19,2517,https://github.com/ta4j/ta4j,A Java library for technical analysis.,True,False,False,False,ta4j/ta4j
+ta4j,Java,Java,Technical Indicators,Technical Indicators,technical-indicators,2026-10-19,2518,https://github.com/ta4j/ta4j,A Java library for technical analysis.,True,False,False,False,ta4j/ta4j
IndicatorTS,JavaScript,JavaScript,Technical Indicators,Technical Indicators,technical-indicators,2026-09-08,481,https://github.com/cinar/indicatorts,"Indicator is a TypeScript module providing various stock technical analysis indicators, strategies, and a backtest framework for trading.",True,False,False,False,cinar/indicatorts
technical-indicators,TypeScript,TypeScript,Technical Indicators,Technical Indicators,technical-indicators,2026-09-22,0,https://github.com/Pinxitu/technical-indicators,"Dependency-free technical indicators (RSI, MACD, Bollinger, ATR, ADX, Ichimoku, SuperTrend…) with hand-verifiable tests, open datasets with provenance and reproducible behaviour reports.",True,False,False,False,Pinxitu/technical-indicators
orderflow,JavaScript,JavaScript,Technical Indicators,Technical Indicators,technical-indicators,2025-03-31,86,https://github.com/tiagosiebler/orderflow,Orderflow trade aggregator for building Footprint Candles from exchange websocket data.,True,False,False,False,tiagosiebler/orderflow
-IndicatorGo,Golang,Golang,Technical Indicators,Technical Indicators,technical-indicators,2026-09-12,1894,https://github.com/cinar/indicator,"IndicatorGo is a Golang module providing various stock technical analysis indicators, strategies, and a backtest framework for trading.",True,False,False,False,cinar/indicator
+IndicatorGo,Golang,Golang,Technical Indicators,Technical Indicators,technical-indicators,2026-09-12,1897,https://github.com/cinar/indicator,"IndicatorGo is a Golang module providing various stock technical analysis indicators, strategies, and a backtest framework for trading.",True,False,False,False,cinar/indicator
TradeAggregation,Rust,Rust,Technical Indicators,Technical Indicators,technical-indicators,2026-02-05,121,https://github.com/MathisWellmann/trade_aggregation-rs,Aggregate trades into user-defined candles using information driven rules.,True,False,False,False,MathisWellmann/trade_aggregation-rs
SlidingFeatures,Rust,Rust,Technical Indicators,Technical Indicators,technical-indicators,2026-10-12,80,https://github.com/MathisWellmann/sliding_features-rs,Chainable tree-like sliding windows for signal processing and technical analysis.,True,False,False,False,MathisWellmann/sliding_features-rs
fin-primitives,Rust,Rust,Technical Indicators,Technical Indicators,technical-indicators,2026-10-17,16,https://github.com/Mattbusel/fin-primitives,"Financial market primitives in Rust: Price/Quantity/Symbol newtypes, BTreeMap order book, OHLCV aggregation, SMA/EMA/RSI indicators, position ledger with PnL, and composable risk monitor.",True,False,False,False,Mattbusel/fin-primitives
Wickra,Rust,"Rust,Python,JavaScript,C++,C#,Golang,Java,R",Technical Indicators,Technical Indicators,technical-indicators,2026-10-17,68,https://github.com/wickra-lib/wickra,"Streaming-first technical-analysis library with a Rust core: 514 indicators updating in O(1) per tick, with bit-exact batch-vs-streaming results.",True,False,False,False,wickra-lib/wickra
wickworks,REST,"REST,MCP",Technical Indicators,Technical Indicators,technical-indicators,2026-10-19,5,https://github.com/psyb0t/docker-wickworks,"Stateless OHLC analyzer: POST bars and requested indicators, get back RSI/MACD/Bollinger/ADX/ATR/VWAP/Ichimoku plus smart-money-concept primitives (order blocks, FVGs, BOS/CHoCH, swing structure). No database, no AI signals.",True,False,False,False,psyb0t/docker-wickworks
gamma-seed,Python,"Python,Pine,Options",Technical Indicators,Technical Indicators,technical-indicators,2026-09-16,2,https://github.com/Timonkru/gamma-seed,"Daily dealer-gamma levels (gamma flip, call and put walls, max pain, expected move) for DAX, Nasdaq, Dow and gold, computed from options open interest (Eurex ODAX for the DAX, ETF proxies for the US) and written into a TradingView Pine v6 indicator; the method is documented in open studies on the author's site. [Website](https://kruegeralgorithms.com/en/research)",True,False,False,False,Timonkru/gamma-seed
-QuantDinger,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,12936,https://github.com/OpenByteInc/QuantDinger,"Self-hosted platform for AI-assisted Python strategy development, backtesting, and paper and live trading across crypto exchanges and traditional brokers.",True,False,False,False,OpenByteInc/QuantDinger
+QuantDinger,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,12962,https://github.com/OpenByteInc/QuantDinger,"Self-hosted platform for AI-assisted Python strategy development, backtesting, and paper and live trading across crypto exchanges and traditional brokers.",True,False,False,False,OpenByteInc/QuantDinger
Crypto Pump Scanner,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-04-27,10,https://github.com/stefanoviana/crypto-pump-scanner,"Bybit perpetual-futures trading bot with volume-spike detection, new-listing monitoring, staged take profits, and trailing stops.",True,False,False,False,stefanoviana/crypto-pump-scanner
SHORTLIST,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-21,132,https://github.com/zc6503204-collab/stock-strategy-dashboard,"Local-first macOS workbench for A-share and US stock strategy screening, paper trading, position sizing, and risk alerts with read-only broker integrations.",True,False,False,False,zc6503204-collab/stock-strategy-dashboard
AgentQuant,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-18,217,https://github.com/OnePunchMonk/AgentQuant,"Trading-strategy research framework with iterative proposal generation, backtesting, SQLite memory, holdout evaluation, walk-forward experiments, and experimental genetic-algorithm and differential-evolution optimizers.",True,False,False,False,OnePunchMonk/AgentQuant
@@ -150,51 +150,51 @@ cl-lp-rotation-scanner,Python,Python,Trading & Backtesting,Trading & Backtesting
orderbook,Go,"Go,WebAssembly",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-08,27,https://github.com/intrepidkarthi/orderbook,"Embeddable limit order book and matching engine with integer-exact pricing, a single-writer core and write-ahead-log crash recovery, plus a microstructure research harness whose order-flow-imbalance, Kyle's lambda and CVD studies are measured against simulator ground truth.",True,False,False,False,intrepidkarthi/orderbook
ERN-WO Options Backtester,Java,"Java,Spring Boot",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-16,8,https://github.com/Javier-Garzo/ern-wo-options-backtester,Streaming backtesting engine for short-duration index options with conservative five-minute execution modeling and reproducible Early Retirement Now and WealthyOption strategy replication results.,True,False,False,False,Javier-Garzo/ern-wo-options-backtester
midas-core,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-18,2,https://github.com/w2ur/midas-core,Multi-agent paper-trading framework where LLM agents author orders and a separate broker process enforces fifteen fill-time safety rails; each fill is stamped with the git commit it executed against for reproducibility.,True,False,False,False,w2ur/midas-core
-Manifold-BT,Python,"Python,Rust",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-16,42,https://github.com/manifoldbt/manifoldbt,"High-performance Rust-powered backtesting engine for quantitative research with parameter sweeps, walk-forward and Monte Carlo.",True,False,False,False,manifoldbt/manifoldbt
+Manifold-BT,Python,"Python,Rust",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-16,43,https://github.com/manifoldbt/manifoldbt,"High-performance Rust-powered backtesting engine for quantitative research with parameter sweeps, walk-forward and Monte Carlo.",True,False,False,False,manifoldbt/manifoldbt
mkt-alerts,TypeScript,TypeScript,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-23,3,https://github.com/dzianisv/mkt-alerts,"Self-hosted market-alert daemon: price, RSI/MACD/SMA conditions, and full Pine Script v5 custom indicators evaluated off-TradingView, on crypto (Coinbase) and stocks (Yahoo Finance) with no API key, delivered via ntfy push, email, or Telegram.",True,False,False,False,dzianisv/mkt-alerts
pyhood,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-17,24,https://github.com/jamestford/pyhood,"Robinhood API client for unattended automation: after the first approved login, sessions renew from a stored refresh token with no password or device approval prompt. Covers stocks, equity and index options with Greeks, futures, IRA accounts, and the official Crypto Trading API.",True,False,False,False,jamestford/pyhood
honest-signals,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-18,2,https://github.com/MarvinRey7879/honest-signals,"Scores detected chart patterns against the pattern-free baseline for the same market, timeframe and horizon, reporting lift with cluster-robust confidence intervals instead of a hit rate against 50%.",True,False,False,False,MarvinRey7879/honest-signals
rulelint,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-11,0,https://github.com/momoddo/rulelint,"Linter for mechanical trading-rule conditions: replays every condition over historical bars to catch look-ahead levels, dead branches that can never fire, and regime-drifted absolute thresholds before you trust a backtest.",True,False,False,False,momoddo/rulelint
quantify,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-06-30,11,https://github.com/Zhanghanser/quantify,"Binance-style trading terminal with multi-strategy backtesting and a real-time, signal-only decision desk for crypto, A-shares, and US stocks.",True,False,False,False,Zhanghanser/quantify
-purgedcv,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-16,58,https://github.com/eslazarev/purged-cross-validation,"scikit-learn-compatible purged, group-purged, and combinatorial purged (CPCV) cross-validation, walk-forward splitting, and backtest-overfitting statistics (deflated and probabilistic Sharpe ratios, PBO, minimum backtest length) to prevent leakage and overfitting when backtesting trading strategies.",True,False,False,False,eslazarev/purged-cross-validation
-AlgoVault,TypeScript,TypeScript,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,10,https://github.com/AlgoVaultLabs/crypto-quant-signal-mcp,"MCP server returning composite crypto trade verdicts (direction, confidence, regime) across 5 perpetual-futures venues, with cross-venue funding-rate arbitrage and an on-chain Merkle-verified track record. Free tier.",True,False,False,False,AlgoVaultLabs/crypto-quant-signal-mcp
-ALPHAC,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-10,1,https://github.com/arhancanli/alphac,"Cross-asset research and paper-trading engine with point-in-time data, walk-forward validation, multiple-testing accounting and a published forward record.",True,False,False,False,arhancanli/alphac
+purgedcv,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-16,56,https://github.com/eslazarev/purged-cross-validation,"scikit-learn-compatible purged, group-purged, and combinatorial purged (CPCV) cross-validation, walk-forward splitting, and backtest-overfitting statistics (deflated and probabilistic Sharpe ratios, PBO, minimum backtest length) to prevent leakage and overfitting when backtesting trading strategies.",True,False,False,False,eslazarev/purged-cross-validation
+AlgoVault,TypeScript,TypeScript,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,10,https://github.com/AlgoVaultLabs/crypto-quant-signal-mcp,"MCP server returning composite crypto trade verdicts (direction, confidence, regime) across 5 perpetual-futures venues, with cross-venue funding-rate arbitrage and an on-chain Merkle-verified track record. Free tier.",True,False,False,False,AlgoVaultLabs/crypto-quant-signal-mcp
+ALPHAC,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,1,https://github.com/arhancanli/alphac,"Cross-asset research and paper-trading engine with point-in-time data, walk-forward validation, multiple-testing accounting and a published forward record.",True,False,False,False,arhancanli/alphac
capitalcom-cli,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-06-16,1,https://github.com/SimonTarara62/capitalcom-cli,"Unofficial CLI and async SDK for the Capital.com broker API: market data, guarded order execution, and real-time streaming.",True,False,False,False,SimonTarara62/capitalcom-cli
-DepthSight,Python,"Python,TypeScript",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,26,https://github.com/depthsight-pro/depthsight,"Self-hosted visual algo-trading platform featuring a drag-and-drop strategy builder, an AI co-pilot, and integrated billing.",True,False,False,False,depthsight-pro/depthsight
-Inalpha,Python,"Python,TypeScript",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-14,45,https://github.com/mirror29/inalpha,"Conversational multi-agent quant framework where agents rank currently-effective factors for entry timing (time-series rank IC), write complete strategy code that passes sandboxed audit before backtesting, and evolve strategies under multi-objective fitness; every order requires machine approval and the LLM never has a direct order path.",True,False,False,False,mirror29/inalpha
-income-desk,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,18,https://github.com/nitinblue/income-desk,"Systematic options trading intelligence for small accounts with desk-based portfolio management, pre-trade validation, and multi-broker consolidation.",True,False,False,False,nitinblue/income-desk
+DepthSight,Python,"Python,TypeScript",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,26,https://github.com/depthsight-pro/depthsight,"Self-hosted visual algo-trading platform featuring a drag-and-drop strategy builder, an AI co-pilot, and integrated billing.",True,False,False,False,depthsight-pro/depthsight
+Inalpha,Python,"Python,TypeScript",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,46,https://github.com/mirror29/inalpha,"Conversational multi-agent quant framework where agents rank currently-effective factors for entry timing (time-series rank IC), write complete strategy code that passes sandboxed audit before backtesting, and evolve strategies under multi-objective fitness; every order requires machine approval and the LLM never has a direct order path.",True,False,False,False,mirror29/inalpha
+income-desk,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,18,https://github.com/nitinblue/income-desk,"Systematic options trading intelligence for small accounts with desk-based portfolio management, pre-trade validation, and multi-broker consolidation.",True,False,False,False,nitinblue/income-desk
mx-trader-bridge,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-07,8,https://github.com/27dream/mx-trader-bridge,"AI auto-trading bridge for East Money's miaoxiang (妙想) China A-share simulation platform; BYOK multi-LLM (OpenAI/DeepSeek/Moonshot/GLM/Qwen) decision brain → automated order placement via miaoxiang API, with daily cron review and weekly AI reflection.",True,False,False,False,27dream/mx-trader-bridge
AI Quant Agents,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-24,15,https://github.com/demandai/ai-quant-agents,"Multi-agent LLM trading analysis where 12 AI agents (analysts, debaters, risk manager) debate stock picks in real-time, supporting US equities and China A-shares.",True,False,False,False,demandai/ai-quant-agents
TradeSight,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-08,168,https://github.com/rmbell09-lang/tradesight,"Self-hosted AI trading platform with strategy evolution, technical analysis, backtesting, and paper trading via Alpaca.",True,False,False,False,rmbell09-lang/tradesight
-trading-research-agents,Python,"Python,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-18,36,https://github.com/BijectiveLabs/trading-research-agents,"Autonomous trading system for crypto linear perpetuals in which language models only propose and deterministic rules decide: code computes every figure, prices the full round trip before an order exists, sizes from the operator's risk at the stop, keeps exits at the exchange, and records each cycle with a per-file SHA-256 that can be re-verified.",True,False,False,False,BijectiveLabs/trading-research-agents
+trading-research-agents,Python,"Python,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,37,https://github.com/BijectiveLabs/trading-research-agents,"Autonomous trading system for crypto linear perpetuals in which language models only propose and deterministic rules decide: code computes every figure, prices the full round trip before an order exists, sizes from the operator's risk at the stop, keeps exits at the exchange, and records each cycle with a per-file SHA-256 that can be re-verified.",True,False,False,False,BijectiveLabs/trading-research-agents
Orallexa,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-12,71,https://github.com/alex-jb/orallexa-ai-trading-agent,"AI trading operating system with 9 ML models (RF, XGBoost, EMAformer, MOIRAI-2, Chronos-2, DDPM, PPO RL, GNN, LR) ranked by Sharpe ratio, Claude AI synthesis with dual-tier routing (~$0.003/analysis), real-time Next.js dashboard, Alpaca paper trading, and 277 automated tests.",True,False,False,False,alex-jb/orallexa-ai-trading-agent
-Vibe-Trading,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,35950,https://github.com/HKUDS/Vibe-Trading,"Natural-language multi-agent finance research agent with 29 swarm presets, 70 skills, and 28 auto-discovered tools; 7 backtest engines covering A-shares/US/Crypto/Futures/Forex/Options plus a cross-market CompositeEngine with shared capital pool; 5-source auto-fallback data layer (tushare/okx/yfinance/akshare/ccxt); 17-tool MCP server; includes trade-journal behavioral diagnostics for 同花顺/东财/富途 exports.",True,False,False,False,HKUDS/Vibe-Trading
+Vibe-Trading,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,36049,https://github.com/HKUDS/Vibe-Trading,"Natural-language multi-agent finance research agent with 29 swarm presets, 70 skills, and 28 auto-discovered tools; 7 backtest engines covering A-shares/US/Crypto/Futures/Forex/Options plus a cross-market CompositeEngine with shared capital pool; 5-source auto-fallback data layer (tushare/okx/yfinance/akshare/ccxt); 17-tool MCP server; includes trade-journal behavioral diagnostics for 同花顺/东财/富途 exports.",True,False,False,False,HKUDS/Vibe-Trading
DeepAlpha,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-12,50,https://deepalphabot.com,"AI crypto trading bot for Bybit with 70.9% walk-forward validated accuracy on out-of-sample data, LightGBM + XGBoost ensemble with 72 ML features. [GitHub](https://github.com/stefanoviana/deepalpha)",True,False,False,False,stefanoviana/deepalpha
Desic Terminal,Rust,"Rust,TypeScript",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-07,33,https://github.com/xiazhi88/Desic-Terminal,"MIT-licensed desktop terminal for OKX USDT perpetuals that pairs live discretionary trading with systematic research: realtime WebSocket market data, 24 indicators, a market-wide radar, AI assistants with typed wake conditions, and a bundled Python runtime for 1-minute backtests. Permission modes (advisor / copilot / limited_auto) are enforced by the runtime rather than by the prompt, and demo and live credentials are isolated.",True,False,False,False,xiazhi88/Desic-Terminal
the0,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-13,430,https://github.com/alexanderwanyoike/the0,"Self-hosted execution engine for algorithmic trading bots. Write strategies in Python, TypeScript, Rust, C++, C#, Scala, or Haskell and deploy with one command. Each bot runs in an isolated container with scheduled or streaming execution.",True,False,False,False,alexanderwanyoike/the0
autonomous-audit,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-03,0,https://pypi.org/project/autonomous-audit/,"Tamper-evident SHA-256 hash-chain audit log and human-readable report for AI trading-agent decisions; read-only, offline, and dependency-free (Python standard library only). [GitHub](https://github.com/Autonomous-Asset-Management-Agents/autonomous_/tree/main/packages/autonomous-audit)",False,False,True,False,
-Investing algorithm framework,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-30,2185,https://github.com/coding-kitties/investing-algorithm-framework,"Framework for developing, backtesting, and deploying automated trading algorithms.",True,False,False,False,coding-kitties/investing-algorithm-framework
-Lumibot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,2139,https://github.com/Lumiwealth/lumibot,"Algorithmic trading framework where the same code runs for backtesting and live trading across stocks, options, crypto, futures, and forex with multiple brokers including Alpaca, Interactive Brokers, Tradier, and Schwab.",True,False,False,False,Lumiwealth/lumibot
+Investing algorithm framework,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-30,2186,https://github.com/coding-kitties/investing-algorithm-framework,"Framework for developing, backtesting, and deploying automated trading algorithms.",True,False,False,False,coding-kitties/investing-algorithm-framework
+Lumibot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,2142,https://github.com/Lumiwealth/lumibot,"Algorithmic trading framework where the same code runs for backtesting and live trading across stocks, options, crypto, futures, and forex with multiple brokers including Alpaca, Interactive Brokers, Tradier, and Schwab.",True,False,False,False,Lumiwealth/lumibot
QSTrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-06-24,3477,https://github.com/mhallsmoore/qstrader,QSTrader backtesting simulation engine.,True,False,False,False,mhallsmoore/qstrader
Blankly,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-12-30,2481,https://github.com/Blankly-Finance/Blankly,"Fully integrated backtesting, paper trading, and live deployment.",True,False,False,False,Blankly-Finance/Blankly
-Blave Agent,Python,"Python,JavaScript,Electron",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,113,https://github.com/Blave-TW/blave-agent,"macOS desktop workspace where your own Claude Code or Codex writes a trading strategy, backtests it with a Monte Carlo permutation test, a parameter-plateau scan and walk-forward, and runs it live through deterministic scheduled code with no LLM in the order loop (Binance, OKX, BingX, Gate.io, Bybit, paper trading).",True,False,False,False,Blave-TW/blave-agent
-zipline,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-10-14,20151,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,False,False,quantopian/zipline
-zipline-reloaded,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-17,1965,https://github.com/stefan-jansen/zipline-reloaded,"Zipline, a Pythonic Algorithmic Trading Library.",True,False,False,False,stefan-jansen/zipline-reloaded
+Blave Agent,Python,"Python,JavaScript,Electron",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,113,https://github.com/Blave-TW/blave-agent,"macOS desktop workspace where your own Claude Code or Codex writes a trading strategy, backtests it with a Monte Carlo permutation test, a parameter-plateau scan and walk-forward, and runs it live through deterministic scheduled code with no LLM in the order loop (Binance, OKX, BingX, Gate.io, Bybit, paper trading).",True,False,False,False,Blave-TW/blave-agent
+zipline,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-10-14,20155,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,False,False,quantopian/zipline
+zipline-reloaded,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-17,1967,https://github.com/stefan-jansen/zipline-reloaded,"Zipline, a Pythonic Algorithmic Trading Library.",True,False,False,False,stefan-jansen/zipline-reloaded
QuantSoftware Toolkit,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2016-10-07,479,https://github.com/QuantSoftware/QuantSoftwareToolkit,Python-based open source software framework designed to support portfolio construction and management.,True,False,False,False,QuantSoftware/QuantSoftwareToolkit
quantitative,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-03-03,66,https://github.com/jeffrey-liang/quantitative,"Quantitative finance, and backtesting library.",True,False,False,False,jeffrey-liang/quantitative
-bt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-17,2996,https://github.com/pmorissette/bt,Flexible Backtesting for Python.,True,False,False,False,pmorissette/bt
-qis,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-18,642,https://github.com/ArturSepp/QuantInvestStrats,"Performance analytics, portfolio backtesting, risk analysis, and factsheet reporting.",True,False,False,False,ArturSepp/QuantInvestStrats
-backtrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-04-19,23522,https://github.com/mementum/backtrader,Python Backtesting library for trading strategies.,True,False,False,False,mementum/backtrader
+bt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,2998,https://github.com/pmorissette/bt,Flexible Backtesting for Python.,True,False,False,False,pmorissette/bt
+qis,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,643,https://github.com/ArturSepp/QuantInvestStrats,"Performance analytics, portfolio backtesting, risk analysis, and factsheet reporting.",True,False,False,False,ArturSepp/QuantInvestStrats
+backtrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-04-19,23528,https://github.com/mementum/backtrader,Python Backtesting library for trading strategies.,True,False,False,False,mementum/backtrader
backtrader (cloudQuant fork),Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-21,201,https://github.com/cloudQuant/backtrader,"Actively maintained, high-performance backtesting and live trading framework with AI-assisted strategy tooling (MCP server, skills, agent, web platform). Fork of backtrader.",True,False,False,False,cloudQuant/backtrader
TrendFollowingSystems,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,31,https://github.com/ArturSepp/TrendFollowingSystems,"Closed-form expected returns, Sharpe ratios, and skewness of trend-following systems, with complete implementations and multi-decade futures backtests.",True,False,False,False,ArturSepp/TrendFollowingSystems
backtest-bias,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-14,13,https://github.com/Finance-broski/backtest-bias,"Checks whether backtest price data is survivor-only: dead-name detection, measured bias benchmarks, CI integrity gates.",True,False,False,False,Finance-broski/backtest-bias
-Evidence Deflator,Python,"Python,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,0,https://github.com/Beltran12138/evidence-deflator,"Checks how much of an LLM trading backtest falls on or before the model's training cutoff and how many clean months a claimed Sharpe needs once the number of attempts is counted, with an MCP server and an evidence-adjusted leaderboard of public AI trading competitions.",True,False,False,False,Beltran12138/evidence-deflator
+Evidence Deflator,Python,"Python,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,0,https://github.com/Beltran12138/evidence-deflator,"Checks how much of an LLM trading backtest falls on or before the model's training cutoff and how many clean months a claimed Sharpe needs once the number of attempts is counted, with an MCP server and an evidence-adjusted leaderboard of public AI trading competitions.",True,False,False,False,Beltran12138/evidence-deflator
falsification-ledger,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-13,1,https://github.com/holdout-labs/falsification-ledger,"Hash-chained pre-registration and falsification ledger for research claims: write down what evidence would kill your claim before seeing the data; append-only JSONL with a sha256 chain (`fl verify` detects any edit), Wilson-CI hit-rate vs the random baseline, fail-closed falsification report contracts. [PyPI](https://pypi.org/project/falsification-ledger/)",True,False,False,False,holdout-labs/falsification-ledger
-basana,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-09,871,https://github.com/gbeced/basana,"A Python async and event driven framework for algorithmic trading, with a focus on crypto currencies.",True,False,False,False,gbeced/basana
+basana,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,871,https://github.com/gbeced/basana,"A Python async and event driven framework for algorithmic trading, with a focus on crypto currencies.",True,False,False,False,gbeced/basana
algobroker,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2016-03-31,96,https://github.com/joequant/algobroker,This is an execution engine for algo trading.,True,False,False,False,joequant/algobroker
-finmarketpy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-04-16,3815,https://github.com/cuemacro/finmarketpy,Python library for backtesting trading strategies and analyzing financial markets.,True,False,False,False,cuemacro/finmarketpy
+finmarketpy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-04-16,3817,https://github.com/cuemacro/finmarketpy,Python library for backtesting trading strategies and analyzing financial markets.,True,False,False,False,cuemacro/finmarketpy
binary-martingale,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2017-10-16,49,https://github.com/metaperl/binary-martingale,Computer program to automatically trade binary options martingale style.,True,False,False,False,metaperl/binary-martingale
-zvt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-01,4314,https://github.com/zvtvz/zvt,"the project using sql, pandas to provide an uniform and extendable way to record data, computing factors, select securities, backtesting, realtime trading and it could show all of them in clearly charts in realtime.",True,False,False,False,zvtvz/zvt
+zvt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-01,4313,https://github.com/zvtvz/zvt,"the project using sql, pandas to provide an uniform and extendable way to record data, computing factors, select securities, backtesting, realtime trading and it could show all of them in clearly charts in realtime.",True,False,False,False,zvtvz/zvt
pylivetrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2022-04-11,685,https://github.com/alpacahq/pylivetrader,zipline-compatible live trading library.,True,False,False,False,alpacahq/pylivetrader
zipline-extensions,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2018-09-17,18,https://github.com/quantrocket-llc/zipline-extensions,Zipline extensions and adapters for QuantRocket.,True,False,False,False,quantrocket-llc/zipline-extensions
moonshot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-08-14,279,https://github.com/quantrocket-llc/moonshot,Vectorized backtester and trading engine for QuantRocket based on Pandas.,True,False,False,False,quantrocket-llc/moonshot
@@ -202,52 +202,52 @@ pyqstrat,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backt
NowTrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2017-02-07,103,https://github.com/edouardpoitras/NowTrade,Python library for backtesting technical/mechanical strategies in the stock and currency markets.,True,False,False,False,edouardpoitras/NowTrade
OpenBacktesting,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-15,7,https://github.com/lucidcog/openbacktesting,"Historical single-asset backtesting with pandas-based statistics, technical indicators, and grid or SAMBO parameter optimization.",True,False,False,False,lucidcog/openbacktesting
pinkfish,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-15,307,https://github.com/fja05680/pinkfish,A backtester and spreadsheet library for security analysis.,True,False,False,False,fja05680/pinkfish
-PRISM-INSIGHT,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,781,https://github.com/dragon1086/prism-insight,"AI-powered stock analysis system with 13 specialized agents, automated trading via KIS API, supporting Korean & US markets.",True,False,False,False,dragon1086/prism-insight
+PRISM-INSIGHT,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-21,783,https://github.com/dragon1086/prism-insight,"AI-powered stock analysis system with 13 specialized agents, automated trading via KIS API, supporting Korean & US markets.",True,False,False,False,dragon1086/prism-insight
FinClaw,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-17,2,https://github.com/IlyasFardaouix/finclaw,"Community fork of NeuZhou's quantitative finance toolkit with backtesting, paper trading, and command-line tools.",True,False,False,False,IlyasFardaouix/finclaw
tw-stock-radar,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-05,6,https://github.com/carsonchou/tw-stock-radar,"AI-powered Taiwan stock scanner for all 1,900+ TWSE/TPEX listed stocks; chips module (T86 institutional net buy/sell + TDCC 16-tier retail distribution), 13 technical indicators scored 0–100, ATR Chandelier signals with TP1/TP2, dark three.js HUD dashboard. 100% free open data, ~110 unit tests, no API key required.",True,False,False,False,carsonchou/tw-stock-radar
aat,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-27,842,https://github.com/AsyncAlgoTrading/aat,Async Algorithmic Trading Engine.,True,False,False,False,AsyncAlgoTrading/aat
Backtesting.py,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,,0,https://kernc.github.io/backtesting.py/,Backtest trading strategies in Python.,False,False,False,False,
-quantstats,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-27,7726,https://github.com/ranaroussi/quantstats,"Portfolio analytics for quants, written in Python.",True,False,False,False,ranaroussi/quantstats
-jquantstats,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-14,48,https://github.com/Jebel-Quant/jquantstats,"Modern variation of quantstats, with additional features and performance improvements.",True,False,False,False,Jebel-Quant/jquantstats
+quantstats,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-27,7729,https://github.com/ranaroussi/quantstats,"Portfolio analytics for quants, written in Python.",True,False,False,False,ranaroussi/quantstats
+jquantstats,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,48,https://github.com/Jebel-Quant/jquantstats,"Modern variation of quantstats, with additional features and performance improvements.",True,False,False,False,Jebel-Quant/jquantstats
Quantdom,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-03-12,772,https://github.com/constverum/Quantdom,Python-based framework for backtesting trading strategies & analyzing financial markets [GUI :neckbeard:.],True,False,False,False,constverum/Quantdom
-freqtrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,55646,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot.",True,False,False,False,freqtrade/freqtrade
-algorithmic-trading-with-python,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-06-01,3512,https://github.com/chrisconlan/algorithmic-trading-with-python,"Free `pandas` and `scikit-learn` resources for trading simulation, backtesting, and machine learning on financial data.",True,False,False,False,chrisconlan/algorithmic-trading-with-python
+freqtrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,55671,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot.",True,False,False,False,freqtrade/freqtrade
+algorithmic-trading-with-python,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-06-01,3515,https://github.com/chrisconlan/algorithmic-trading-with-python,"Free `pandas` and `scikit-learn` resources for trading simulation, backtesting, and machine learning on financial data.",True,False,False,False,chrisconlan/algorithmic-trading-with-python
AlphaFinch,Python,"Python,LLM",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-04,2,https://github.com/shloksobti/alphafinch,"AlphaEvolve-style search in which an LLM invents and evolves trading strategies as Python code, judged on sealed holdouts and a pre-registered multi-market exam whose bar corrects for every attempt.",True,False,False,False,shloksobti/alphafinch
-Qlib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-08,49529,https://github.com/microsoft/qlib,"An AI-oriented Quantitative Investment Platform by Microsoft. Full ML pipeline of data processing, model training, back-testing; and covers the entire chain of quantitative investment: alpha seeking, risk modeling, portfolio optimization, and order execution.",True,False,False,False,microsoft/qlib
+Qlib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-08,49559,https://github.com/microsoft/qlib,"An AI-oriented Quantitative Investment Platform by Microsoft. Full ML pipeline of data processing, model training, back-testing; and covers the entire chain of quantitative investment: alpha seeking, risk modeling, portfolio optimization, and order execution.",True,False,False,False,microsoft/qlib
finlab,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-10,0,https://pypi.org/project/finlab/,"Python package for Taiwan stock market data, factor research, and vectorized backtesting with pandas-style strategy definitions.",False,False,True,False,
-machine-learning-for-trading,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,21466,https://github.com/stefan-jansen/machine-learning-for-trading,Code and resources for Machine Learning for Algorithmic Trading.,True,False,False,False,stefan-jansen/machine-learning-for-trading
-AlphaPy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-05,1766,https://github.com/ScottfreeLLC/AlphaPy,"Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost.",True,False,False,False,ScottfreeLLC/AlphaPy
-jesse,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-16,8671,https://github.com/jesse-ai/jesse,An advanced crypto trading bot written in Python.,True,False,False,False,jesse-ai/jesse
-rqalpha,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-09,6830,https://github.com/ricequant/rqalpha,"A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities.",True,False,False,False,ricequant/rqalpha
-FinRL,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-13,16752,https://github.com/AI4Finance-Foundation/FinRL,A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020.,True,False,False,False,AI4Finance-Foundation/FinRL
+machine-learning-for-trading,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,21479,https://github.com/stefan-jansen/machine-learning-for-trading,Code and resources for Machine Learning for Algorithmic Trading.,True,False,False,False,stefan-jansen/machine-learning-for-trading
+AlphaPy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-05,1767,https://github.com/ScottfreeLLC/AlphaPy,"Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost.",True,False,False,False,ScottfreeLLC/AlphaPy
+jesse,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-16,8675,https://github.com/jesse-ai/jesse,An advanced crypto trading bot written in Python.,True,False,False,False,jesse-ai/jesse
+rqalpha,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,6831,https://github.com/ricequant/rqalpha,"A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities.",True,False,False,False,ricequant/rqalpha
+FinRL,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,16767,https://github.com/AI4Finance-Foundation/FinRL,A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020.,True,False,False,False,AI4Finance-Foundation/FinRL
aurumq-rl,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-19,56,https://github.com/yupoet/aurumq-rl,"Reinforcement learning stock-selection framework for the China A-share market with multi-source factor input (alpha101 + main-force flow + hot-money seats + northbound + institutional + fundamentals), board-aware price limits, and ONNX CPU inference.",True,False,False,False,yupoet/aurumq-rl
bulbea,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2017-03-19,2341,https://github.com/achillesrasquinha/bulbea,Deep Learning based Python Library for Stock Market Prediction and Modelling.,True,False,False,False,achillesrasquinha/bulbea
canli-backtest,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-26,0,https://github.com/arhancanli/canli-backtest,"Backtester that raises on look-ahead (decide at close, fill at next open), replays funding and corporate actions point-in-time, and reports deflated Sharpe against the full trial count.",True,False,False,False,arhancanli/canli-backtest
ib_nope,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-04-22,33,https://github.com/ajhpark/ib_nope,Automated trading system for NOPE strategy over IBKR TWS.,True,False,False,False,ajhpark/ib_nope
-OctoBot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-07,6830,https://github.com/Drakkar-Software/OctoBot,"Open source cryptocurrency trading bot for high frequency, arbitrage, TA and social trading with an advanced web interface.",True,False,False,False,Drakkar-Software/OctoBot
+OctoBot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-07,6833,https://github.com/Drakkar-Software/OctoBot,"Open source cryptocurrency trading bot for high frequency, arbitrage, TA and social trading with an advanced web interface.",True,False,False,False,Drakkar-Software/OctoBot
fast-trade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-06,599,https://github.com/jrmeier/fast-trade,A library built with backtest portability and performance in mind for backtest trading strategies.,True,False,False,False,jrmeier/fast-trade
qf-lib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-24,974,https://github.com/quarkfin/qf-lib,QF-Lib is a Python library that provides high quality tools for quantitative finance.,True,False,False,False,quarkfin/qf-lib
tda-api,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-06-16,1327,https://github.com/alexgolec/tda-api,"Gather data and trade equities, options, and ETFs via TDAmeritrade.",True,False,False,False,alexgolec/tda-api
tilt-check,Python,"Python,TabPFN,Gemma",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-07,0,https://github.com/ssap-pa/tilt-check,"Pre-trade check and written audit from your own NinjaTrader trade history: sessions in market time, first trades of the day, re-entries after a loss, exit replay on minute bars, and written rules checked against the chart without look-ahead; never places orders.",True,False,False,False,ssap-pa/tilt-check
-vectorbt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,9442,https://github.com/polakowo/vectorbt,"Find your trading edge, using a powerful toolkit for backtesting, algorithmic trading, and research.",True,False,False,False,polakowo/vectorbt
-Lean,Python,"Python,C#",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,22107,https://github.com/QuantConnect/Lean,"Lean Algorithmic Trading Engine by QuantConnect (Python, C#).",True,False,False,False,QuantConnect/Lean
+vectorbt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,9461,https://github.com/polakowo/vectorbt,"Find your trading edge, using a powerful toolkit for backtesting, algorithmic trading, and research.",True,False,False,False,polakowo/vectorbt
+Lean,Python,"Python,C#",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,22120,https://github.com/QuantConnect/Lean,"Lean Algorithmic Trading Engine by QuantConnect (Python, C#).",True,False,False,False,QuantConnect/Lean
pysystemtrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-16,3559,https://github.com/pst-group/pysystemtrade,"pysystemtrade is the open source version of Robert Carver's backtesting and trading engine that implements systems according to the framework outlined in his book ""Systematic Trading"", which is further developed on his blog.",True,False,False,False,pst-group/pysystemtrade
pytrendseries,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-03,167,https://github.com/rafa-rod/pytrendseries,"Detect trend in time series, drawdown, drawdown within a constant look-back window , maximum drawdown, time underwater.",True,False,False,False,rafa-rod/pytrendseries
PyLOB,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-14,203,https://github.com/DrAshBooth/PyLOB,Fully functioning fast Limit Order Book written in Python.,True,False,False,False,DrAshBooth/PyLOB
-PyBroker,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,3620,https://github.com/edtechre/pybroker,Algorithmic Trading with Machine Learning.,True,False,False,False,edtechre/pybroker
+PyBroker,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,3622,https://github.com/edtechre/pybroker,Algorithmic Trading with Machine Learning.,True,False,False,False,edtechre/pybroker
OctoBot Script,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-30,49,https://github.com/Drakkar-Software/OctoBot-Script,A quant framework to create cryptocurrencies strategies - from backtesting to optimization to livetrading.,True,False,False,False,Drakkar-Software/OctoBot-Script
-Optra,C++,"C++,Python",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-18,24,https://github.com/DuFanYin/optra,"Options trading system: one event-driven engine for backtesting and live trading on Interactive Brokers, with pricing, volatility and risk research tools.",True,False,False,False,DuFanYin/optra
-hftbacktest,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-23,4935,https://github.com/nkaz001/hftbacktest,"A high-frequency trading and market-making backtesting tool accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books.",True,False,False,False,nkaz001/hftbacktest
+Optra,C++,"C++,Python",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,24,https://github.com/DuFanYin/optra,"Options trading system: one event-driven engine for backtesting and live trading on Interactive Brokers, with pricing, volatility and risk research tools.",True,False,False,False,DuFanYin/optra
+hftbacktest,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-23,4940,https://github.com/nkaz001/hftbacktest,"A high-frequency trading and market-making backtesting tool accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books.",True,False,False,False,nkaz001/hftbacktest
orderflow-metrics,TypeScript,"TypeScript,Python",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-23,14,https://github.com/twowaymind/orderflow-metrics,"Dependency-free market-microstructure metrics: order-flow imbalance (OFI), VPIN, information-driven bars, realized volatility / covariance / beta, market impact, Kyle's lambda, trade-sign classification, and limit-order-book reconstruction. Same API in TypeScript (npm) and Python (PyPI).",True,False,False,False,twowaymind/orderflow-metrics
flashalpha-fill-simulator,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-26,4,https://github.com/FlashAlpha-lab/flashalpha-fill-simulator,"Realistic limit-order fill simulator for options credit/debit spreads with post-and-wait limits, stale-quote guards, deterministic same-bar tiebreaks, and a patient-then-cross exit; engine-agnostic and zero runtime dependencies.",True,False,False,False,FlashAlpha-lab/flashalpha-fill-simulator
-vnpy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-06,45952,https://github.com/vnpy/vnpy,VeighNa is a Python-based open source quantitative trading system development framework.,True,False,False,False,vnpy/vnpy
-Intelligent Trading Bot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-30,1885,https://github.com/asavinov/intelligent-trading-bot,Automatically generating signals and trading based on machine learning and feature engineering.,True,False,False,False,asavinov/intelligent-trading-bot
+vnpy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-06,45957,https://github.com/vnpy/vnpy,VeighNa is a Python-based open source quantitative trading system development framework.,True,False,False,False,vnpy/vnpy
+Intelligent Trading Bot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-30,1884,https://github.com/asavinov/intelligent-trading-bot,Automatically generating signals and trading based on machine learning and feature engineering.,True,False,False,False,asavinov/intelligent-trading-bot
fastquant,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-09-15,1757,https://github.com/enzoampil/fastquant,fastquant allows you to easily backtest investment strategies with as few as 3 lines of python code.,True,False,False,False,enzoampil/fastquant
-nautilus_trader,Python,"Python,Rust",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,30350,https://github.com/nautechsystems/nautilus_trader,A high-performance algorithmic trading platform and event-driven backtester.,True,False,False,False,nautechsystems/nautilus_trader
+nautilus_trader,Python,"Python,Rust",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,30382,https://github.com/nautechsystems/nautilus_trader,A high-performance algorithmic trading platform and event-driven backtester.,True,False,False,False,nautechsystems/nautilus_trader
NoEdge-Bench,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-07,1,https://github.com/nexusfinancial-dev/noedge-bench,"Reproducible negative-result benchmark: no model beats a memoryless synthetic binary-options feed (AUC ≈ 0.50), with permutation-null tests and a look-ahead-leak case study.",True,False,False,False,nexusfinancial-dev/noedge-bench
YABTE,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-05-11,7,https://github.com/bsdz/yabte,Yet Another (Python) BackTesting Engine.,True,False,False,False,bsdz/yabte
Trading Strategy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-14,262,https://github.com/tradingstrategy-ai/getting-started,"TradingStrategy.ai is a market data, backtesting, live trading and investor management framework for decentralised finance.",True,False,False,False,tradingstrategy-ai/getting-started
-Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,3564,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination.",True,False,False,False,fasiondog/hikyuu
+Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,3567,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination.",True,False,False,False,fasiondog/hikyuu
rust_bt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-05,89,https://github.com/jensnesten/rust_bt,"A high performance, low-latency backtesting engine for testing quantitative trading strategies on historical and live data in Rust.",True,False,False,False,jensnesten/rust_bt
Sharpen,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-10,8,https://github.com/bigcan/sharpen,"Open-source agentic-AI quant strategy builder that tries to disprove a strategy before it ships, including Crucible, an alpha-miner (Apache-2.0).",True,False,False,False,bigcan/sharpen
Gunbot Quant,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-08-19,57,https://github.com/GuntharDeNiro/gunbot-quant,"Toolkit for quantitative trading analysis. It integrates an advanced market screener, a multi-strategy, multi-asset backtesting engine. Use with built-in GUI or through CLI.",True,False,False,False,GuntharDeNiro/gunbot-quant
@@ -257,37 +257,37 @@ QTradeX-AI-Agents,Python,Python,Trading & Backtesting,Trading & Backtesting,trad
QTradeX-Algo-Trading-SDK,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-30,88,https://github.com/squidKid-deluxe/QTradeX-Algo-Trading-SDK,"AI-powered SDK featuring algorithmic trading, backtesting, deployment on 100+ exchanges, and multiple optimization engines.",True,False,False,False,squidKid-deluxe/QTradeX-Algo-Trading-SDK
antback,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-16,16,https://github.com/ts-kontakt/antback,"A lightweight, event-loop-style backtest engine that allows a function-driven imperative style using efficient stateful helper functions and data containers.",True,False,False,False,ts-kontakt/antback
VARRD,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-31,24,https://github.com/varrdinc/varrd,"AI-powered trading edge discovery platform that validates trading ideas with event studies, statistical tests, and real market data. Web app, MCP server, CLI (`pip install varrd`), and Python SDK.",True,False,False,False,varrdinc/varrd
-JIT-Optimization-Engine,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-15,4,https://github.com/cloudsealed/JIT-Optimization-Engine,High-performance analytical core using LLVM JIT (Numba) to process large-scale telemetry for quant diagnostics.,True,False,False,False,cloudsealed/JIT-Optimization-Engine
+JIT-Optimization-Engine,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,4,https://github.com/cloudsealed/JIT-Optimization-Engine,High-performance analytical core using LLVM JIT (Numba) to process large-scale telemetry for quant diagnostics.,True,False,False,False,cloudsealed/JIT-Optimization-Engine
backtester-mcp,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-04-17,4,https://pypi.org/project/backtester-mcp/,"Local-first backtesting engine with built-in overfitting checks (PBO, deflated Sharpe, bootstrap CI, walk-forward) and a native MCP server for AI agents. [GitHub](https://github.com/bcosm/backtester-mcp)",True,False,True,False,bcosm/backtester-mcp
backtest,R,R,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2015-09-17,0,https://cran.r-project.org/web/packages/backtest/index.html,Exploring Portfolio-Based Conjectures About Financial Instruments.,False,True,False,False,
-backtest-audit-kit,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-18,0,https://github.com/rytjy/backtest-audit-kit,"Dependency-free audit toolkit for backtests (no numpy/pandas): detects look-ahead, checks cash/position ledger conservation, flags fee and funding double-counting, and mutation-tests your own suite for blind spots.",True,False,False,False,rytjy/backtest-audit-kit
+backtest-audit-kit,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,0,https://github.com/rytjy/backtest-audit-kit,"Dependency-free audit toolkit for backtests (no numpy/pandas): detects look-ahead, checks cash/position ledger conservation, flags fee and funding double-counting, and mutation-tests your own suite for blind spots.",True,False,False,False,rytjy/backtest-audit-kit
pa,R,R,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-08-21,0,https://cran.r-project.org/web/packages/pa/index.html,Performance Attribution for Equity Portfolios.,False,True,False,False,
QuantTools,R,R,Trading & Backtesting,Trading & Backtesting,trading-backtesting,,0,https://quanttools.bitbucket.io/_site/index.html,Enhanced Quantitative Trading Modelling.,False,False,False,False,
blotter,R,R,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-12-13,117,https://github.com/braverock/blotter,"Transaction infrastructure for defining instruments, transactions, portfolios and accounts for trading systems and simulation. Provides portfolio support for multi-asset class and multi-currency portfolios. Actively maintained and developed.",True,False,False,False,braverock/blotter
quantstrat,R,R,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-09-14,311,https://github.com/braverock/quantstrat,Transaction-oriented infrastructure for constructing trading systems and simulation. Provides support for multi-asset class and multi-currency portfolios for backtesting and other financial research.,True,False,False,False,braverock/quantstrat
-QUANTAXIS,Matlab,Matlab,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-18,11296,https://github.com/yutiansut/quantaxis,Integrated Quantitative Toolbox with Matlab.,True,False,False,False,yutiansut/quantaxis
+QUANTAXIS,Matlab,Matlab,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-18,11300,https://github.com/yutiansut/quantaxis,Integrated Quantitative Toolbox with Matlab.,True,False,False,False,yutiansut/quantaxis
PROJ_Option_Pricing_Matlab,Matlab,Matlab,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-11-19,209,https://github.com/jkirkby3/PROJ_Option_Pricing_Matlab,"Quant Option Pricing - Exotic/Vanilla: Barrier, Asian, European, American, Parisian, Lookback, Cliquet, Variance Swap, Swing, Forward Starting, Step, Fader.",True,False,False,False,jkirkby3/PROJ_Option_Pricing_Matlab
Fastback.jl,Julia,Julia,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-18,22,https://github.com/rbeeli/Fastback.jl,Blazing fast Julia backtester.,True,False,False,False,rbeeli/Fastback.jl
Lucky.jl,Julia,Julia,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-06-25,30,https://github.com/oliviermilla/Lucky.jl,"Modular, asynchronous trading engine in pure Julia.",True,False,False,False,oliviermilla/Lucky.jl
-Lumina Capital,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,4,https://github.com/ramuza0113-sketch/lumina-ai-hedge-fund,"Autonomous multi-agent quantitative hedge fund engine powered by LangGraph, Qlib Alpha158, and Google TimesFM.",True,False,False,False,ramuza0113-sketch/lumina-ai-hedge-fund
+Lumina Capital,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,4,https://github.com/ramuza0113-sketch/lumina-ai-hedge-fund,"Autonomous multi-agent quantitative hedge fund engine powered by LangGraph, Qlib Alpha158, and Google TimesFM.",True,False,False,False,ramuza0113-sketch/lumina-ai-hedge-fund
Planar.jl,Julia,Julia,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-10,12,https://github.com/BubbleParticles/Planar.jl,"Trading framework built around CCXT with Zarr-backed OHLCV persistence, contiguity-checked data feeds, isolated-margin position management, and a loop-based backtester sharing strategy code across simulation, paper, and live modes.",True,False,False,False,BubbleParticles/Planar.jl
Strategems.jl,Julia,Julia,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-04-06,168,https://github.com/JTAmos/Strategems.jl,Quantitative systematic trading strategy development and backtesting.,True,False,False,False,JTAmos/Strategems.jl
-ccxt,JavaScript,"JavaScript,Python,PHP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,44470,https://github.com/ccxt/ccxt,A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges.,True,False,False,False,ccxt/ccxt
+ccxt,JavaScript,"JavaScript,Python,PHP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,44489,https://github.com/ccxt/ccxt,A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges.,True,False,False,False,ccxt/ccxt
binance-fix-connector-python,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-26,2,https://github.com/AlexanderMerkel/binance-fix-connector-python,"Async Python connector for Binance Spot FIX sessions with Order Entry, Market Data, and Drop Copy support.",True,False,False,False,AlexanderMerkel/binance-fix-connector-python
Jiji,Ruby,Ruby,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-01-22,249,https://github.com/unageanu/jiji2,Open Source Forex algorithmic trading framework using OANDA REST API.,True,False,False,False,unageanu/jiji2
Tai,Elixir/Erlang,Elixir/Erlang,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-12-06,498,https://github.com/fremantle-industries/tai,"Open Source composable, real time, market data and trade execution toolkit.",True,False,False,False,fremantle-industries/tai
TokIO,Python,"Python,Pine Script",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-15,4,https://github.com/Kuzi-DEV/Tokio-ai,"Backtest significance checker with published false-positive rates: dependence-robust tests corrected for every variant tried (Romano-Wolf), deflated and probabilistic Sharpe ratios, probability of backtest overfitting, breakeven costs and a one-bar lookahead check, taking vectorbt portfolios, backtesting.py results and TradingView trade exports directly.",True,False,False,False,Kuzi-DEV/Tokio-ai
Workbench,Elixir/Erlang,Elixir/Erlang,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2022-06-06,122,https://github.com/fremantle-industries/workbench,From Idea to Execution - Manage your trading operation across a globally distributed cluster.,True,False,False,False,fremantle-industries/workbench
Prop,Elixir/Erlang,Elixir/Erlang,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2022-06-06,57,https://github.com/fremantle-industries/prop,"An open and opinionated trading platform using productive & familiar open source libraries and tools for strategy research, execution and operation.",True,False,False,False,fremantle-industries/prop
-TradeFrame,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-13,681,https://github.com/rburkholder/trade-frame,C++ 17 based framework/library (with sample applications) for testing options based automated trading ideas using DTN IQ real time data feed and Interactive Brokers (TWS API) for trade execution. Comes with built-in [Option Greeks/IV](https://github.com/rburkholder/trade-frame/tree/master/lib/TFOptions) calculation library.,True,False,False,False,rburkholder/trade-frame
-Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,3564,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination. You can use python or c++ freely.",True,False,False,False,fasiondog/hikyuu
+TradeFrame,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-13,682,https://github.com/rburkholder/trade-frame,C++ 17 based framework/library (with sample applications) for testing options based automated trading ideas using DTN IQ real time data feed and Interactive Brokers (TWS API) for trade execution. Comes with built-in [Option Greeks/IV](https://github.com/rburkholder/trade-frame/tree/master/lib/TFOptions) calculation library.,True,False,False,False,rburkholder/trade-frame
+Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,3567,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination. You can use python or c++ freely.",True,False,False,False,fasiondog/hikyuu
OrderMatchingEngine,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-08,169,https://github.com/PIYUSH-KUMAR1809/order-matching-engine,"A production-grade, lock-free, high-frequency trading matching engine achieving 150M+ orders/sec.",True,False,False,False,PIYUSH-KUMAR1809/order-matching-engine
PandoraTrader,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-07-29,1479,https://github.com/pegasusTrader/PandoraTrader,"A C++ CTP trading framework, with very clear logic.",True,False,False,False,pegasusTrader/PandoraTrader
perpbrain-sdk,TypeScript,"TypeScript,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-17,0,https://github.com/PERPBRAIN/perpbrain-sdk,"Hyperliquid perpetuals order-book fill simulator with fee, slippage and owner-limit checks, an execution-cost breakdown, and receipt verification that re-derives result hashes from the inputs.",True,False,False,False,PERPBRAIN/perpbrain-sdk
NexusFix,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-21,104,https://github.com/StratCraftsAI/NexusFix,"C++23 FIX protocol engine with zero-copy parsing and SIMD acceleration, 3x faster than QuickFIX.",True,False,False,False,StratCraftsAI/NexusFix
TolmachЁv Netcode SDK,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-09,11,https://github.com/billionerleha-111/Tolmachev-Netcode-SDK,"Enterprise-grade deterministic state synchronization engine for MFT gateways and statistical arbitrage. Eliminates microsecond deltas locking order books via topological mathematics. Throughput >41.5M TPS, physical RTT 24.175 ns, atomic validation (0 CPU load). [Website](https://tuhct-sdk.store)",True,False,False,False,billionerleha-111/Tolmachev-Netcode-SDK
-QuantConnect,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,22107,https://github.com/QuantConnect/Lean,Lean Engine is an open-source fully managed C# algorithmic trading engine built for desktop and cloud usage.,True,False,False,False,QuantConnect/Lean
-StockSharp,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,10933,https://github.com/StockSharp/StockSharp,"Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).",True,False,False,False,StockSharp/StockSharp
+QuantConnect,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,22120,https://github.com/QuantConnect/Lean,Lean Engine is an open-source fully managed C# algorithmic trading engine built for desktop and cloud usage.,True,False,False,False,QuantConnect/Lean
+StockSharp,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,10941,https://github.com/StockSharp/StockSharp,"Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).",True,False,False,False,StockSharp/StockSharp
TDAmeritrade.DotNetCore,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-10,56,https://github.com/NVentimiglia/TDAmeritrade.DotNetCore,"Free, open-source .NET Client for the TD Ameritrade Trading Platform. Helps developers integrate TD Ameritrade API into custom trading solutions.",True,False,False,False,NVentimiglia/TDAmeritrade.DotNetCore
Barter,Rust,Rust,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-05,2348,https://github.com/barter-rs/barter-rs,Open-source Rust framework for building event-driven live-trading & backtesting systems.,True,False,False,False,barter-rs/barter-rs
LFEST,Rust,Rust,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-04,82,https://github.com/MathisWellmann/lfest-rs,Simulated perpetual futures exchange to trade your strategy against.,True,False,False,False,MathisWellmann/lfest-rs
@@ -299,25 +299,25 @@ tradefloor,Python,"Python,Rust",Trading & Backtesting,Trading & Backtesting,trad
ShowMe,Python,"Python,Rust,TypeScript",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-23,8,https://github.com/nazmiefearmutcu/showMe,"Open-source native macOS market cockpit. 12-timeframe consensus scan across 3370 symbols (crypto + equity + ETF + FX + commodity + bond), 23 technical indicators with per-market calibration, real WebSocket streaming. Tauri shell + Python sidecar (FastAPI) + React UI; 110+ exchanges via ccxt.",True,False,False,False,nazmiefearmutcu/showMe
Dive Into Crypto,Python,"Python,Kotlin",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-12,9,https://github.com/nazmiefearmutcu/dive-into-crypto,"Binance perpetual-futures scanner with technical-indicator consensus, multi-timeframe analysis, and desktop and Android interfaces.",True,False,False,False,nazmiefearmutcu/dive-into-crypto
TraderHarness,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-22,41,https://github.com/HephaestLab/TraderHarness,"Contamination-resistant A-share backtesting environment for LLM trading agents with point-in-time masking, entity/date anonymization, fingerprinted replay, and trajectory (SFT) export.",True,False,False,False,HephaestLab/TraderHarness
-tradingview-mcp,Python,"Python,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-16,5086,https://github.com/atilaahmettaner/tradingview-mcp,"MCP server that gives AI assistants screeners, multi-timeframe technical analysis and walk-forward backtests for stocks, crypto, forex and futures across global exchanges.",True,False,False,False,atilaahmettaner/tradingview-mcp
+tradingview-mcp,Python,"Python,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,5090,https://github.com/atilaahmettaner/tradingview-mcp,"MCP server that gives AI assistants screeners, multi-timeframe technical analysis and walk-forward backtests for stocks, crypto, forex and futures across global exchanges.",True,False,False,False,atilaahmettaner/tradingview-mcp
VerumTrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-06-29,15,https://github.com/muye1202/VerumTrade,A reasoning & decision-trace visible Multi-agent LLM trading-research framework where bull/bear analysts debate each ticker and every decision cites the evidence it rests on.,True,False,False,False,muye1202/VerumTrade
mt5-httpapi,Python,"Python,REST,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,31,https://github.com/psyb0t/mt5-httpapi,"MetaTrader 5 in a Windows VM (Docker + QEMU/KVM) over REST and MCP: market data, order/position/history management for automated trading and bots, the strategy-tester (backtesting) API, and server-side indicators (RSI/MACD/Bollinger/ADX/VWAP/Ichimoku, order blocks, FVGs). Multi-broker, multi-account.",True,False,False,False,psyb0t/mt5-httpapi
ibkr-httpapi,Python,"Python,REST,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-19,1,https://github.com/psyb0t/ibkr-httpapi,"Interactive Brokers over REST and MCP (FastAPI + ib_async over a Linux-native IB Gateway): market data (quotes, historical bars) plus order/position/execution management for automated trading across stocks, options, futures, forex, crypto and CFDs.",True,False,False,False,psyb0t/ibkr-httpapi
-IBKR-Telegram,Python,"Python,Telegram",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-04,2,https://github.com/GeiserX/IBKR-Telegram,"Self-hosted Telegram bot for Interactive Brokers that runs next to IB Gateway: position snapshots and P&L tracking, plus option orders from chat commands or webhook signals, each confirmed in Telegram before it is sent, with market-hours, duplicate-signal and position-limit checks on webhook signals.",True,False,False,False,GeiserX/IBKR-Telegram
-Algo-Trading-Skills,Python,"Python,AI,Agent-Skills",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-14,49,https://github.com/HimanshuJ16/Algo-Trading-Skills,"Library of 501 agentskills.io-format skills giving AI coding agents trading-infrastructure playbooks for order idempotency, look-ahead-bias elimination, kill switches, execution algorithms and point-in-time data, each with a standalone Python reference implementation and its own unittest suite.",True,False,False,False,HimanshuJ16/Algo-Trading-Skills
-nt8-mcp,C#,"C#,Python,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-30,24,https://github.com/tbraman-dev/nt8-mcp,"MCP server and NinjaTrader 8 AddOn that give an AI coding assistant a build loop for NinjaScript: offline and in-platform compile with structured errors, chart and log reads, headless backtests, optimization and walk-forward; read-only by default.",True,False,False,False,tbraman-dev/nt8-mcp
+IBKR-Telegram,Python,"Python,Telegram",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-10-20,2,https://github.com/GeiserX/IBKR-Telegram,"Self-hosted Telegram bot for Interactive Brokers that runs next to IB Gateway: position snapshots and P&L tracking, plus option orders from chat commands or webhook signals, each confirmed in Telegram before it is sent, with market-hours, duplicate-signal and position-limit checks on webhook signals.",True,False,False,False,GeiserX/IBKR-Telegram
+Algo-Trading-Skills,Python,"Python,AI,Agent-Skills",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-14,50,https://github.com/HimanshuJ16/Algo-Trading-Skills,"Library of 501 agentskills.io-format skills giving AI coding agents trading-infrastructure playbooks for order idempotency, look-ahead-bias elimination, kill switches, execution algorithms and point-in-time data, each with a standalone Python reference implementation and its own unittest suite.",True,False,False,False,HimanshuJ16/Algo-Trading-Skills
+nt8-mcp,C#,"C#,Python,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-09-30,25,https://github.com/tbraman-dev/nt8-mcp,"MCP server and NinjaTrader 8 AddOn that give an AI coding assistant a build loop for NinjaScript: offline and in-platform compile with structured errors, chart and log reads, headless backtests, optimization and walk-forward; read-only by default.",True,False,False,False,tbraman-dev/nt8-mcp
portfolio-risk-lab,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-19,3,https://github.com/garroshub/portfolio-risk-lab,"Uncertainty-aware portfolio optimization: compare covariance estimates, test allocations across risk scenarios, and see the cost of tighter constraints.",True,False,False,False,garroshub/portfolio-risk-lab
Multi-Axis Robust Portfolio Optimization,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-07-31,2,https://github.com/Viraj-Nigwekar/multi-axis-robust-portfolio-optimization,"Portfolio optimization framework combining covariance shrinkage, bootstrap aggregation, and parametric scenario modeling, with reproducible notebooks and an accompanying SSRN paper.",True,False,False,False,Viraj-Nigwekar/multi-axis-robust-portfolio-optimization
AutoHypothesis,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-04-22,74,https://github.com/arteemg/AutoHypothesis,"An agentic framework that mimics the real quant trading pipeline to find alpha: economic hypothesis, in-sample iteration, and out-of-sample validation.",True,False,False,False,arteemg/AutoHypothesis
dca-ladder-calculator,JavaScript,"JavaScript,Crypto",Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-11,0,https://github.com/BlitzTrading/dca-ladder-calculator,"Zero-dependency calculator for DCA order ladders on crypto perpetual futures that gives the average entry, take-profit, break-even and liquidation price (isolated or cross margin) after every order.",True,False,False,False,BlitzTrading/dca-ladder-calculator
-skfolio,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-18,2519,https://github.com/skfolio/skfolio,"Python library for portfolio optimization built on top of scikit-learn. It provides a unified interface and sklearn compatible tools to build, tune and cross-validate portfolio models.",True,False,False,False,skfolio/skfolio
+skfolio,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-20,2522,https://github.com/skfolio/skfolio,"Python library for portfolio optimization built on top of scikit-learn. It provides a unified interface and sklearn compatible tools to build, tune and cross-validate portfolio models.",True,False,False,False,skfolio/skfolio
PyPortfolioOpt,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-07-07,6108,https://github.com/PyPortfolio/PyPortfolioOpt,"Financial portfolio optimization in python, including classical efficient frontier and advanced methods.",True,False,False,False,PyPortfolio/PyPortfolioOpt
factorlasso,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-18,29,https://github.com/ArturSepp/factorlasso,"Sparse multi-asset factor models with cell-level sign constraints, prior-centred shrinkage, and hierarchical clustering group LASSO (HCGL); scikit-learn compatible.",True,False,False,False,ArturSepp/factorlasso
OptimalPortfolios,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-17,98,https://github.com/ArturSepp/OptimalPortfolios,"Optimisation analytics for constructing and backtesting optimal multi-asset portfolios: covariance estimation, rolling optimisation, and performance reporting in one pipeline.",True,False,False,False,ArturSepp/OptimalPortfolios
-Eiten,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2020-09-21,3320,https://github.com/tradytics/eiten,"Eiten is an open source toolkit by Tradytics that implements various statistical and algorithmic investing strategies such as Eigen Portfolios, Minimum Variance Portfolios, Maximum Sharpe Ratio Portfolios, and Genetic Algorithms based Portfolios.",True,False,False,False,tradytics/eiten
+Eiten,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2020-09-21,3323,https://github.com/tradytics/eiten,"Eiten is an open source toolkit by Tradytics that implements various statistical and algorithmic investing strategies such as Eigen Portfolios, Minimum Variance Portfolios, Maximum Sharpe Ratio Portfolios, and Genetic Algorithms based Portfolios.",True,False,False,False,tradytics/eiten
riskparity.py,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-31,325,https://github.com/convexfi/riskparity.py,Fast and scalable design of risk parity portfolios.,True,False,False,False,convexfi/riskparity.py
-mlfinlab,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2021-12-01,4945,https://github.com/hudson-and-thames/mlfinlab,"Implementations regarding ""Advances in Financial Machine Learning"" by Marcos Lopez de Prado. (Feature Engineering, Financial Data Structures, Meta-Labeling).",True,False,False,False,hudson-and-thames/mlfinlab
-DeepDow,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2024-01-24,1191,https://github.com/jankrepl/deepdow,Portfolio optimization with deep learning.,True,False,False,False,jankrepl/deepdow
+mlfinlab,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2021-12-01,4946,https://github.com/hudson-and-thames/mlfinlab,"Implementations regarding ""Advances in Financial Machine Learning"" by Marcos Lopez de Prado. (Feature Engineering, Financial Data Structures, Meta-Labeling).",True,False,False,False,hudson-and-thames/mlfinlab
+DeepDow,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2024-01-24,1192,https://github.com/jankrepl/deepdow,Portfolio optimization with deep learning.,True,False,False,False,jankrepl/deepdow
goal-based-allocation,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-08,13,https://github.com/ArturSepp/GoalBasedAllocation,"Dynamic mean-variance portfolio allocation under regime-switching jump-diffusions with wealth floors, solved analytically via Laplace transforms.",True,False,False,False,ArturSepp/GoalBasedAllocation
QuantLibRisks,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-04-02,22,https://github.com/auto-differentiation/QuantLib-Risks-Py,Fast risks with QuantLib.,True,False,False,False,auto-differentiation/QuantLib-Risks-Py
XAD,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-04-02,21,https://github.com/auto-differentiation/xad-py,Automatic Differentation (AAD) Library.,True,False,False,False,auto-differentiation/xad-py
@@ -329,11 +329,11 @@ finance,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimizat
qfrm,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2015-12-12,0,https://pypi.org/project/qfrm/,"Quantitative Financial Risk Management: awesome OOP tools for measuring, managing and visualizing risk of financial instruments and portfolios. (Last updated: 2015-12-12).",False,False,True,False,
visualize-wealth,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2015-06-10,149,https://github.com/benjaminmgross/visualize-wealth,Portfolio construction and quantitative analysis.,True,False,False,False,benjaminmgross/visualize-wealth
VisualPortfolio,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2017-02-28,108,https://github.com/wegamekinglc/VisualPortfolio,This tool is used to visualize the performance of a portfolio.,True,False,False,False,wegamekinglc/VisualPortfolio
-universal-portfolios,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-19,867,https://github.com/Marigold/universal-portfolios,Collection of algorithms for online portfolio selection.,True,False,False,False,Marigold/universal-portfolios
-FinQuant,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2023-09-03,1837,https://github.com/fmilthaler/FinQuant,"A program for financial portfolio management, analysis and optimization.",True,False,False,False,fmilthaler/FinQuant
+universal-portfolios,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-20,867,https://github.com/Marigold/universal-portfolios,Collection of algorithms for online portfolio selection.,True,False,False,False,Marigold/universal-portfolios
+FinQuant,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2023-09-03,1838,https://github.com/fmilthaler/FinQuant,"A program for financial portfolio management, analysis and optimization.",True,False,False,False,fmilthaler/FinQuant
EigenLedger,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2025-09-14,1086,https://github.com/santoshlite/EigenLedger,"Portfolio backtesting, optimization, and risk and performance analysis.",True,False,False,False,santoshlite/EigenLedger
risktools,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2024-12-07,43,https://github.com/bbcho/risktools-dev,Risk tools for use within the crude and crude products trading space with partial implementation of R's PerformanceAnalytics.,True,False,False,False,bbcho/risktools-dev
-Riskfolio-Lib,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-04,4547,https://github.com/dcajasn/Riskfolio-Lib,Portfolio Optimization and Quantitative Strategic Asset Allocation in Python.,True,False,False,False,dcajasn/Riskfolio-Lib
+Riskfolio-Lib,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-04,4549,https://github.com/dcajasn/Riskfolio-Lib,Portfolio Optimization and Quantitative Strategic Asset Allocation in Python.,True,False,False,False,dcajasn/Riskfolio-Lib
empyrical-reloaded,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-17,127,https://github.com/stefan-jansen/empyrical-reloaded,Common financial risk and performance metrics. [empyrical](https://github.com/quantopian/empyrical) fork.,True,False,False,False,stefan-jansen/empyrical-reloaded
pyfolio-reloaded,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-17,616,https://github.com/stefan-jansen/pyfolio-reloaded,Portfolio and risk analytics in Python. [pyfolio](https://github.com/quantopian/pyfolio) fork.,True,False,False,False,stefan-jansen/pyfolio-reloaded
fincore,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-09-20,6,https://github.com/cloudQuant/fincore,"Quantitative performance and risk analytics with 150+ metrics, portfolio optimization, Monte Carlo simulation, and attribution; actively maintained successor to [empyrical](https://github.com/quantopian/empyrical)/[pyfolio](https://github.com/quantopian/pyfolio).",True,False,False,False,cloudQuant/fincore
@@ -351,19 +351,19 @@ PerformanceAnalytics,R,R,Portfolio Optimization & Risk Analysis,Portfolio Optimi
OnlinePortfolioAnalytics.jl,Julia,Julia,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-09-07,15,https://github.com/femtotrader/OnlinePortfolioAnalytics.jl,A Julia quantitative portfolio analytics (risk / performance) via online algorithms.,True,False,False,False,femtotrader/OnlinePortfolioAnalytics.jl
RiskPerf.jl,Julia,Julia,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-02,17,https://github.com/rbeeli/RiskPerf.jl,Quantitative risk and performance analysis package for financial time series powered by the Julia language.,True,False,False,False,rbeeli/RiskPerf.jl
portfolio-allocation,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2022-08-11,187,https://github.com/lequant40/portfolio_allocation_js,"PortfolioAllocation is a JavaScript library designed to help constructing financial portfolios made of several assets: bonds, commodities, cryptocurrencies, currencies, exchange traded funds (ETFs), mutual funds, stocks...",True,False,False,False,lequant40/portfolio_allocation_js
-Ghostfolio,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-19,9531,https://github.com/ghostfolio/ghostfolio,"Wealth management software to keep track of financial assets like stocks, ETFs or cryptocurrencies and make solid, data-driven investment decisions.",True,False,False,False,ghostfolio/ghostfolio
+Ghostfolio,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-20,9546,https://github.com/ghostfolio/ghostfolio,"Wealth management software to keep track of financial assets like stocks, ETFs or cryptocurrencies and make solid, data-driven investment decisions.",True,False,False,False,ghostfolio/ghostfolio
rebalance,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-03-01,3,https://github.com/cjroth/rebalance,"Interactive portfolio rebalancing tool that imports brokerage CSV data, sets target allocations, and generates trade instructions.",True,False,False,False,cjroth/rebalance
position-sizing-data,Data,Data,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-10-11,1,https://github.com/tk25719/position-sizing-data,"Reference data and worked arithmetic for position sizing across forex, stocks and crypto futures: contract specifications (pip size, contract size, minimum step) for 131 instruments, pip value and 20-pip loss by lot size, losing-streak equity decay and drawdown-recovery tables, plus the risk-to-units formulas with two worked examples.",True,False,False,False,tk25719/position-sizing-data
DUEL,Python,"Python,SEC EDGAR",Factor Analysis,Factor Analysis,factor-analysis,2026-09-30,2,https://github.com/duelstocks/duel-algorithm,Open-source algorithm that scores two US-listed companies against each other on 8 fundamentals computed directly from SEC EDGAR XBRL data (10-K/10-Q); live comparison tool at duelstocks.com.,True,False,False,False,duelstocks/duel-algorithm
factor-qc,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-10-13,0,https://github.com/holdout-labs/factor-qc,Fail-closed quality gate for backtests and factor evidence: DSR/PBO/haircut/MinTRL plus a probability-calibration companion gate.,True,False,False,False,holdout-labs/factor-qc
lookahead-free,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-10-13,0,https://github.com/holdout-labs/lookahead-free,"Verifiable look-ahead freedom for the value-independent fragment of data pipelines, with a heuristic companion scanner for research code.",True,False,False,False,holdout-labs/lookahead-free
Alpha Skills,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-04-14,120,https://github.com/VernonOY/alpha-skills,"AI skills for quantitative factor research: discover, evaluate, mine, backtest, and monitor factors through any AI coding assistant. Supports A-share, HK, and US markets.",True,False,False,False,VernonOY/alpha-skills
-alphalens,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2020-04-27,4471,https://github.com/quantopian/alphalens,Performance analysis of predictive alpha factors.,True,False,False,False,quantopian/alphalens
+alphalens,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2020-04-27,4473,https://github.com/quantopian/alphalens,Performance analysis of predictive alpha factors.,True,False,False,False,quantopian/alphalens
alphalens-reloaded,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-10-17,671,https://github.com/stefan-jansen/alphalens-reloaded,Performance analysis of predictive (alpha) stock factors.,True,False,False,False,stefan-jansen/alphalens-reloaded
Lacuna,Python,"Python,Rust",Factor Analysis,Factor Analysis,factor-analysis,2026-09-29,3,https://github.com/eyenoticeall/Lacuna,"Engine-agnostic quantitative research validation for detecting leakage, overfitting, fragile results, unrealistic costs, and missing point-in-time evidence.",True,False,False,False,eyenoticeall/Lacuna
Spectre,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2025-04-15,827,https://github.com/Heerozh/spectre,GPU-accelerated Factors analysis library and Backtester.,True,False,False,False,Heerozh/spectre
-ml-quant-trading,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-10-18,95,https://github.com/initial-d/ml-quant-trading,"PyTorch research stack for multi-factor analysis, bias correction, portfolio optimization, and reproducible backtesting.",True,False,False,False,initial-d/ml-quant-trading
-QuantGPT,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-05-20,490,https://github.com/Miasyster/QuantGPT,"Agent-driven A-share factor research engine with 8 MCP tools covering hypothesis design, backtesting, scoring, and anti-overfit detection.",True,False,False,False,Miasyster/QuantGPT
+ml-quant-trading,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-10-18,96,https://github.com/initial-d/ml-quant-trading,"PyTorch research stack for multi-factor analysis, bias correction, portfolio optimization, and reproducible backtesting.",True,False,False,False,initial-d/ml-quant-trading
+QuantGPT,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-05-20,489,https://github.com/Miasyster/QuantGPT,"Agent-driven A-share factor research engine with 8 MCP tools covering hypothesis design, backtesting, scoring, and anti-overfit detection.",True,False,False,False,Miasyster/QuantGPT
quant-lab-alpha,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-05-17,39,https://github.com/husainm97/quant-lab-alpha,Open-source investment analytics platform bridging academic research and retail finance.,True,False,False,False,husainm97/quant-lab-alpha
Perception-XAlpha Lite,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-10-19,2,https://github.com/xuxingjiankr-cpu/perception-xalpha-lite,"Backtest-overfitting audit for factor research: CSCV probability of backtest overfitting, deflated Sharpe against the declared trial count, White's Reality Check, point-in-time universe membership and disclosure-date alignment. Ships a worked example in which 24 pure-noise series produce a 1.11 Sharpe and the audit says so.",True,False,False,False,xuxingjiankr-cpu/perception-xalpha-lite
pit-release-gate,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-09-01,0,https://github.com/MaxWellApexLab/pit-release-gate,Screens cross-sectional signals for incomplete-cross-section leakage from staggered data arrival and grades per-signal release timing; ships a known-ground-truth demo reproducing its method papers.,True,False,False,False,MaxWellApexLab/pit-release-gate
@@ -375,16 +375,16 @@ Social Stock Sentiment API,Python,Python,Sentiment Analysis & Alternative Data,S
CoWorker Fin-Agent,Python,Python,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,2026-04-04,21,https://github.com/ZiwayZhao/agent-coworker,"LLM-powered A-share stock analysis via P2P agent collaboration. Technical analysis (MA60, volume-price patterns, golden eye), deep research reports using proprietary methodology, and market state summaries. Analysis logic stays private via Skill-as-API protocol.",True,False,False,False,ZiwayZhao/agent-coworker
StockKit,TypeScript,TypeScript,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,2026-05-07,2,https://stockkit.net/,"Free AI-powered stock research reports for US, China & HK using Claude Opus and multi-model AI with 20+ technical indicators. [GitHub](https://github.com/kentmswood-ui/stockkit)",True,False,False,False,kentmswood-ui/stockkit
AlphaAI,Python,Python,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,2026-10-09,3,https://alphai.io/developers,"Pre-analyzed financial news via REST API and MCP for AI agents: per-ticker impact and sentiment, a category, and a 1-10 relevance score on every story, plus structured SEC Form 4 insider data. Free tier, no card. [GitHub](https://github.com/makeev/alphai-mcp)",True,False,False,False,makeev/alphai-mcp
-ARCH,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-19,1601,https://github.com/bashtage/arch,ARCH models in Python.,True,False,False,False,bashtage/arch
-statsmodels,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-19,11692,https://www.statsmodels.org/stable/,"Python module that allows users to explore data, estimate statistical models, and perform statistical tests. [GitHub](https://github.com/statsmodels/statsmodels)",True,False,False,False,statsmodels/statsmodels
+ARCH,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-20,1602,https://github.com/bashtage/arch,ARCH models in Python.,True,False,False,False,bashtage/arch
+statsmodels,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-20,11694,https://www.statsmodels.org/stable/,"Python module that allows users to explore data, estimate statistical models, and perform statistical tests. [GitHub](https://github.com/statsmodels/statsmodels)",True,False,False,False,statsmodels/statsmodels
PyFlux,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2018-12-16,2138,https://github.com/RJT1990/pyflux,Python library for timeseries modelling and inference (frequentist and Bayesian) on models.,True,False,False,False,RJT1990/pyflux
-tsfresh,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-07-06,9475,https://github.com/blue-yonder/tsfresh,Automatic extraction of relevant features from time series.,True,False,False,False,blue-yonder/tsfresh
-Facebook Prophet,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-13,20441,https://github.com/facebook/prophet,Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.,True,False,False,False,facebook/prophet
+tsfresh,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-07-06,9476,https://github.com/blue-yonder/tsfresh,Automatic extraction of relevant features from time series.,True,False,False,False,blue-yonder/tsfresh
+Facebook Prophet,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-13,20445,https://github.com/facebook/prophet,Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.,True,False,False,False,facebook/prophet
tsmoothie,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2023-11-23,769,https://github.com/cerlymarco/tsmoothie,A python library for time-series smoothing and outlier detection in a vectorized way.,True,False,False,False,cerlymarco/tsmoothie
-pmdarima,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2025-11-17,1737,https://github.com/alkaline-ml/pmdarima,"A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.",True,False,False,False,alkaline-ml/pmdarima
-gluon-ts,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-13,5249,https://github.com/awslabs/gluonts,vProbabilistic time series modeling in Python.,True,False,False,False,awslabs/gluonts
+pmdarima,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2025-11-17,1738,https://github.com/alkaline-ml/pmdarima,"A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.",True,False,False,False,alkaline-ml/pmdarima
+gluon-ts,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-13,5250,https://github.com/awslabs/gluonts,vProbabilistic time series modeling in Python.,True,False,False,False,awslabs/gluonts
OmniOracle,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-03-23,9,https://github.com/cesabici-bit/omni-oracle,"Automatic discovery of non-trivial statistical relationships across 500+ time series from FRED, World Bank, EIA, and NOAA using mutual information screening, lagged MI directional testing, and FDR correction.",True,False,False,False,cesabici-bit/omni-oracle
-functime,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-05-03,1188,https://github.com/functime-org/functime,Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.,True,False,False,False,functime-org/functime
+functime,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-05-03,1189,https://github.com/functime-org/functime,Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.,True,False,False,False,functime-org/functime
etf-pattern-match-pybind11,Python,"Python,C++",Time Series Analysis,Time Series Analysis,time-series-analysis,2026-08-15,4,https://github.com/redamancy231-create/etf-pattern-match-pybind11,High-performance ETF pattern matching via DTW with cosine pre-filtering. 43× DTW and 58× pattern-match speedup over pure Python using pybind11/C++20. Includes Jupyter notebook with full algorithm walkthrough.,True,False,False,False,redamancy231-create/etf-pattern-match-pybind11
wasserstein-btc,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-09-22,4,https://github.com/AccursedGalaxy/wasserstein-btc,"Distributional forecasting of crypto log-returns by tangent-space geodesic extrapolation on the 2-Wasserstein manifold (quantile-function coordinates). Walk-forward CRPS evaluation over 6.75 years across 4 assets × 3 horizons; benchmarked against classical baselines (Static / RW-Drift / HS-Bootstrap / GARCH-N / GARCH-t / GJR-GARCH-t) and a named-econometric panel (HAR-RV, CAViaR-SAV, Markov-switching Normal, FIGARCH, AR(1) Stochastic Volatility, bivariate VAR+GARCH). [Live dashboard](https://accursedgalaxy.github.io/wasserstein-btc/).",True,False,False,False,AccursedGalaxy/wasserstein-btc
tseries,R,R,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-08-11,0,https://cran.r-project.org/web/packages/tseries/index.html,Time Series Analysis and Computational Finance.,False,True,False,False,
@@ -394,14 +394,14 @@ rugarch,R,R,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-
rmgarch,R,R,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-09-11,19,https://github.com/alexiosg/rmgarch,Multivariate GARCH Models.,True,False,False,False,alexiosg/rmgarch
tidypredict,R,R,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-18,265,https://tidypredict.tidymodels.org/,Run predictions inside the database. [GitHub](https://github.com/tidymodels/tidypredict),True,False,False,False,tidymodels/tidypredict
tidyquant,R,R,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-03-16,917,https://github.com/business-science/tidyquant,Bringing financial analysis to the tidyverse.,True,False,False,False,business-science/tidyquant
-timetk,R,R,Time Series Analysis,Time Series Analysis,time-series-analysis,2025-08-29,644,https://github.com/business-science/timetk,A toolkit for working with time series in R.,True,False,False,False,business-science/timetk
+timetk,R,R,Time Series Analysis,Time Series Analysis,time-series-analysis,2025-08-29,645,https://github.com/business-science/timetk,A toolkit for working with time series in R.,True,False,False,False,business-science/timetk
tibbletime,R,R,Time Series Analysis,Time Series Analysis,time-series-analysis,2024-12-03,176,https://github.com/business-science/tibbletime,"Built on top of the tidyverse, tibbletime is an extension that allows for the creation of time aware tibbles through the setting of a time index.",True,False,False,False,business-science/tibbletime
matrixprofile,R,R,Time Series Analysis,Time Series Analysis,time-series-analysis,2022-11-25,384,https://github.com/matrix-profile-foundation/matrixprofile,Time series data mining library built on top of the novel Matrix Profile data structure and algorithms.,True,False,False,False,matrix-profile-foundation/matrixprofile
NoiseFloor,Python,"Python,MCP",Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-18,0,https://github.com/beepboop2025/noisefloor,"Offline financial time-series diagnostics, correlation spectra, change detection, and forecast evaluation with explicit coverage and input-data rights checks.",True,False,False,False,beepboop2025/noisefloor
garchmodels,R,R,Time Series Analysis,Time Series Analysis,time-series-analysis,2022-08-11,38,https://github.com/AlbertoAlmuinha/garchmodels,A parsnip backend for GARCH models.,True,False,False,False,AlbertoAlmuinha/garchmodels
TimeSeries.jl,Julia,Julia,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-03-30,370,https://github.com/JuliaStats/TimeSeries.jl,Time series toolkit for Julia.,True,False,False,False,JuliaStats/TimeSeries.jl
TimeFrames.jl,Julia,Julia,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-05,5,https://github.com/femtotrader/TimeFrames.jl,A Julia library that defines TimeFrame (essentially for resampling TimeSeries).,True,False,False,False,femtotrader/TimeFrames.jl
-PineForge,C++,C++,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-19,190,https://github.com/pineforge-4pass/pineforge-engine,"Deterministic offline PineScript v6 → C++ backtest runtime, validated trade-for-trade against TradingView (245/246 strict, 0 engine bugs). Runs locally via Docker and is drivable by AI agents through a bundled MCP server.",True,False,False,False,pineforge-4pass/pineforge-engine
+PineForge,C++,C++,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-10-20,190,https://github.com/pineforge-4pass/pineforge-engine,"Deterministic offline PineScript v6 → C++ backtest runtime, validated trade-for-trade against TradingView (245/246 strict, 0 engine bugs). Runs locally via Docker and is drivable by AI agents through a bundled MCP server.",True,False,False,False,pineforge-4pass/pineforge-engine
prop-firm-rules,Python,"Python,JavaScript,Data",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-04,1,https://github.com/kburrus64-max/prop-firm-rules,"Sourced, dated dataset of prop-trading-firm daily-loss and max-drawdown rules (static and trailing, lock levels, reset times) for 9 firms and 13 programs, with a zero-dependency JS/Python drawdown calculator.",True,False,False,False,kburrus64-max/prop-firm-rules
Dividend Data Toolkit,Python,"Python,Data",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-09-11,1,https://github.com/holaclea/dividend-data-toolkit,"Dated SCHD payment and holdings snapshots with source URLs, data dictionaries, and Python tools for split-aware dividend windows and ETF company-exposure checks. [Website](https://dividendsteps.com/)",True,False,False,False,holaclea/dividend-data-toolkit
Market Brief,Python,"Python,JavaScript",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-17,2,https://github.com/beepboop2025/market-brief,"Source-linked money-market, capital-market, and liquidity briefs with local snapshot comparisons and explicit missing-data states.",True,False,False,False,beepboop2025/market-brief
@@ -412,16 +412,16 @@ pit-adjuster,Python,Python,Market Data & Data Sources,Market Data & Data Sources
perp-funding-collector,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,error,0,https://github.com/donnywin85/perp-funding-collector,"Collects and stores funding-rate snapshots from five decentralized perpetual-futures exchanges, normalizing rates hourly and flagging markets with less than $2 million in open interest. Intended for historical analysis and cross-venue comparisons; it does not trade.",True,False,False,False,donnywin85/perp-funding-collector
BTC Orderbook Microstructure Research,Jupyter Notebook,Jupyter Notebook,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-21,9,https://github.com/mznowhere/btc-orderbook-research,"statistical analysis of Binance BTC/USDT orderbook: OBI, CVD, spread.",True,False,False,False,mznowhere/btc-orderbook-research
itch-book,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-09-21,3,https://github.com/groovg/itch-book,"NASDAQ TotalView-ITCH 5.0 day files to Parquet: BBO, trades, order-by-order messages with the resting side already resolved, and MBP depth; downloads and verifies the free emi.nasdaq.com samples.",True,False,False,False,groovg/itch-book
-OpenBB,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-18,74460,https://github.com/OpenBB-finance/OpenBB,"Open-source financial data platform with extensible provider integrations, a Python interface, a command-line interface, and a local REST API.",True,False,False,False,OpenBB-finance/OpenBB
-Fincept Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-13,32768,https://github.com/Fincept-Corporation/FinceptTerminal,Advance Data Based A.I Terminal for all Types of Financial Asset Research.,True,False,False,False,Fincept-Corporation/FinceptTerminal
-Gloomberb,TypeScript,"TypeScript,Bun",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-20,2480,https://github.com/gloom-sh/gloomberb,"Open-source finance terminal for quotes, charts, news, filings and portfolios, as a terminal UI, desktop app and web app.",True,False,False,False,gloom-sh/gloomberb
-yfinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-18,25562,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader).,True,False,False,False,ranaroussi/yfinance
+OpenBB,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-18,74480,https://github.com/OpenBB-finance/OpenBB,"Open-source financial data platform with extensible provider integrations, a Python interface, a command-line interface, and a local REST API.",True,False,False,False,OpenBB-finance/OpenBB
+Fincept Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-13,32808,https://github.com/Fincept-Corporation/FinceptTerminal,Advance Data Based A.I Terminal for all Types of Financial Asset Research.,True,False,False,False,Fincept-Corporation/FinceptTerminal
+Gloomberb,TypeScript,"TypeScript,Bun",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-21,2497,https://github.com/gloom-sh/gloomberb,"Open-source finance terminal for quotes, charts, news, filings and portfolios, as a terminal UI, desktop app and web app.",True,False,False,False,gloom-sh/gloomberb
+yfinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-18,25572,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader).,True,False,False,False,ranaroussi/yfinance
treasurydirect,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-10,0,https://github.com/moshejs/treasurydirect,"Zero-dependency client for the US TreasuryDirect API: auction results, upcoming auctions, CUSIP lookups, and Debt to the Penny; no API key required.",True,False,False,False,moshejs/treasurydirect
treasury-fiscaldata,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-10,2,https://github.com/moshejs/treasury-fiscaldata,"Typed client for the US Treasury FiscalData API (debt, average interest rates, exchange rates) with pagination and filtering; no API key required.",True,False,False,False,moshejs/treasury-fiscaldata
newyorkfed,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-10,1,https://github.com/moshejs/newyorkfed,"Client for the NY Fed Markets Data API: SOFR/EFFR/OBFR reference rates, SOFR averages and index, and SOMA holdings; no API key required.",True,False,False,False,moshejs/newyorkfed
commitments-of-traders,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-10,1,https://github.com/moshejs/commitments-of-traders,"Client for the CFTC Commitments of Traders reports (Legacy, Disaggregated, TFF; futures-only and combined) via the official Socrata API.",True,False,False,False,moshejs/commitments-of-traders
-The Gold Barometer,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-19,1,https://github.com/thegoldbarometer/data,"Daily gold buying-conditions score (0-100), free JSON API and CC BY dataset back to 1971.",True,False,False,False,thegoldbarometer/data
-OpenChainBench,Go,"Go,TypeScript",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-19,8,https://openchainbench.com,"Open benchmark harnesses for blockchain RPC latency, perpetual-market execution costs and funding, bridge quotes, and oracle price deviations. [GitHub](https://github.com/ChainBench/OpenChainBench)",True,False,False,False,ChainBench/OpenChainBench
+The Gold Barometer,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-20,1,https://github.com/thegoldbarometer/data,"Daily gold buying-conditions score (0-100), free JSON API and CC BY dataset back to 1971.",True,False,False,False,thegoldbarometer/data
+OpenChainBench,Go,"Go,TypeScript",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-20,8,https://openchainbench.com,"Open benchmark harnesses for blockchain RPC latency, perpetual-market execution costs and funding, bridge quotes, and oracle price deviations. [GitHub](https://github.com/ChainBench/OpenChainBench)",True,False,False,False,ChainBench/OpenChainBench
defeatbeta-api,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-20,787,https://github.com/defeat-beta/defeatbeta-api,An open-source alternative to Yahoo Finance's market data APIs with higher reliability.,True,False,False,False,defeat-beta/defeatbeta-api
financekit-mcp,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-17,8,https://github.com/vdalhambra/financekit-mcp,"MCP server (Model Context Protocol) exposing 17 tools for AI agents to perform quantitative analysis: real-time stock quotes, full technical analysis (RSI, MACD, Bollinger, ADX, Stochastic, ATR, OBV + pattern detection with structured verdicts), crypto prices via CoinGecko, risk metrics (VaR, Sharpe, Sortino, Beta, Max Drawdown), correlation matrix, options chains, earnings calendar, sector rotation, and portfolio analysis. Works with Claude Desktop, Cursor, Windsurf. No API keys for core tools. FastMCP 3.2.",True,False,False,False,vdalhambra/financekit-mcp
pricehub,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-06-17,42,https://github.com/eslazarev/pricehub,"Unified package for collecting OHLC prices from Binance, Bybit, Coinbase, OKX, Kraken, KuCoin, and Bitget (spot & futures) into a DataFrame, with flexible timestamp inputs and a wide range of intervals.",True,False,False,False,eslazarev/pricehub
@@ -430,19 +430,19 @@ findatapy,Python,Python,Market Data & Data Sources,Market Data & Data Sources,ma
googlefinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2018-09-23,833,https://github.com/hongtaocai/googlefinance,Python module to get real-time stock data from Google Finance API.,True,False,False,False,hongtaocai/googlefinance
Horus Flow,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-09-26,4,https://github.com/horustechltd/horus-flow-mcp,"Order-flow analytics with order-book imbalance and rolling trade-delta calculations, plus an MCP interface.",True,False,False,False,horustechltd/horus-flow-mcp
AlphaSMO,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-12,2,https://github.com/alphasmo/alphasmo-tools,"CLI + MCP server for SEC 13F institutional holdings, Form 4 insider trading, and smart money convergence signals (tickers where hedge funds and company insiders are both buying). Free anonymous tier, no signup required.",True,False,False,False,alphasmo/alphasmo-tools
-yahoo-finance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2021-12-15,1453,https://github.com/yahoo-finance/yahoo-finance,Python module to get stock data from Yahoo! Finance.,True,False,False,False,yahoo-finance/yahoo-finance
-pandas-datareader,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-21,3275,https://github.com/pydata/pandas-datareader,"Python module to get data from various sources (Google Finance, Yahoo Finance, FRED, OECD, Fama/French, World Bank, Eurostat...) into Pandas datastructures such as DataFrame, Panel with a caching mechanism.",True,False,False,False,pydata/pandas-datareader
-pandas-finance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-03-07,162,https://github.com/davidastephens/pandas-finance,High level API for access to and analysis of financial data.,True,False,False,False,davidastephens/pandas-finance
+yahoo-finance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2021-12-15,1454,https://github.com/yahoo-finance/yahoo-finance,Python module to get stock data from Yahoo! Finance.,True,False,False,False,yahoo-finance/yahoo-finance
+pandas-datareader,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-21,3276,https://github.com/pydata/pandas-datareader,"Python module to get data from various sources (Google Finance, Yahoo Finance, FRED, OECD, Fama/French, World Bank, Eurostat...) into Pandas datastructures such as DataFrame, Panel with a caching mechanism.",True,False,False,False,pydata/pandas-datareader
+pandas-finance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-03-07,161,https://github.com/davidastephens/pandas-finance,High level API for access to and analysis of financial data.,True,False,False,False,davidastephens/pandas-finance
yfinanceapi,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2020-05-26,9,https://github.com/Karthik005/yfinance-api,Finance API for Python.,True,False,False,False,Karthik005/yfinance-api
yql-finance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2015-08-29,16,https://github.com/slawek87/yql-finance,"yql-finance is simple and fast. API returns stock closing prices for current period of time and current stock ticker (i.e. APPL, GOOGL).",True,False,False,False,slawek87/yql-finance
-jugaad-data,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-06,586,https://github.com/jugaad-py/jugaad-data,"Download historical and live stock data from NSE (National Stock Exchange of India), BSE, and RBI.",True,False,False,False,jugaad-py/jugaad-data
+jugaad-data,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-06,587,https://github.com/jugaad-py/jugaad-data,"Download historical and live stock data from NSE (National Stock Exchange of India), BSE, and RBI.",True,False,False,False,jugaad-py/jugaad-data
nsetools,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-03-18,908,https://github.com/vsjha18/nsetools,Python library for extracting real-time data from National Stock Exchange (India).,True,False,False,False,vsjha18/nsetools
wallstreet,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2024-03-09,1713,https://github.com/mcdallas/wallstreet,Real time stock and option data.,True,False,False,False,mcdallas/wallstreet
stock_extractor,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2016-09-10,52,https://github.com/ZachLiuGIS/stock_extractor,General Purpose Stock Extractors from Online Resources.,True,False,False,False,ZachLiuGIS/stock_extractor
Stockex,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2021-09-15,33,https://github.com/cttn/Stockex,Python wrapper for Yahoo! Finance API.,True,False,False,False,cttn/Stockex
SwapAPI,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-03,22,https://github.com/swap-api/swap-api,Free DEX aggregator API returning executable swap calldata across 46 EVM chains. No API key required.,True,False,False,False,swap-api/swap-api
finsymbols,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2017-07-23,123,https://github.com/skillachie/finsymbols,"Obtains stock symbols and relating information for SP500, AMEX, NYSE, and NASDAQ.",True,False,False,False,skillachie/finsymbols
-Fonrex,Python,"Python,Docker,REST",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-18,1,https://fonrex.io,"Self-hosted financial data API for European and US markets: prices per listing, cross-checked fundamentals from 18 sources, DCF valuation and Fama/French factors in your own PostgreSQL. [GitHub](https://github.com/fonrex/fonrex)",True,False,False,False,fonrex/fonrex
+Fonrex,Python,"Python,Docker,REST",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-18,2,https://fonrex.io,"Self-hosted financial data API for European and US markets: prices per listing, cross-checked fundamentals from 18 sources, DCF valuation and Fama/French factors in your own PostgreSQL. [GitHub](https://github.com/fonrex/fonrex)",True,False,False,False,fonrex/fonrex
FRB,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2018-12-22,181,https://github.com/avelkoski/FRB,Python Client for FRED® API.,True,False,False,False,avelkoski/FRB
yfi,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2016-02-12,2,https://github.com/nickelkr/yfi,Yahoo! YQL library.,True,False,False,False,nickelkr/yfi
chinesestockapi,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2015-03-21,0,https://pypi.org/project/chinesestockapi/,Python API to get Chinese stock price. (Last updated: 2015-03-21).,False,False,True,False,
@@ -455,7 +455,7 @@ tushare,Python,Python,Market Data & Data Sources,Market Data & Data Sources,mark
twmarketdata,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-28,0,https://pypi.org/project/twmarketdata/,"Client for Taiwan market data with local disclosure-date filtering, replay diagnostics and missing-session detection. [GitHub](https://github.com/TW-Market-Data/twmarketdata)",True,False,True,False,TW-Market-Data/twmarketdata
edinetdb,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://edinetdb.com/,"Free API and MCP server for Japanese company financials. Normalizes EDINET XBRL across JP-GAAP, IFRS, and US-GAAP for 3,800+ listed companies with 90 metrics, screening, and securities report text.",False,False,False,False,
SECfinAPI,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-06-03,2,https://www.secfinapi.com,"Standardized SEC EDGAR financials (income statement, balance sheet, cash flow, 40+ ratios) for ~19,000 US public companies, normalized from XBRL. REST API + MCP server for Claude/Cursor. Free tier. [GitHub](https://github.com/michalperni11-gif/secfinapi-mcp)",True,False,False,False,michalperni11-gif/secfinapi-mcp
-Seiche,Python,"Python,REST,MCP",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-18,1,https://github.com/beepboop2025/seiche,"Money-market and dollar-funding research with public-source collectors, historical observations, separate release and retrieval clocks, and explicit coverage gaps.",True,False,False,False,beepboop2025/seiche
+Seiche,Python,"Python,REST,MCP",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-20,1,https://github.com/beepboop2025/seiche,"Money-market and dollar-funding research with public-source collectors, historical observations, separate release and retrieval clocks, and explicit coverage gaps.",True,False,False,False,beepboop2025/seiche
edinet-mcp,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-23,19,https://github.com/ajtgjmdjp/edinet-mcp,"Parse Japanese XBRL financial statements from EDINET with 161 normalized labels, 26 financial metrics, and multi-company screening.",True,False,False,False,ajtgjmdjp/edinet-mcp
estat-mcp,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-23,10,https://github.com/ajtgjmdjp/estat-mcp,"Access Japanese government statistics (e-Stat) covering population, GDP, CPI, labor, and trade data with MCP integration and Polars export.",True,False,False,False,ajtgjmdjp/estat-mcp
tdnet-disclosure-mcp,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-23,6,https://github.com/ajtgjmdjp/tdnet-disclosure-mcp,"Access Japanese timely disclosures (TDNet) via MCP. Retrieve earnings, dividends, forecasts, buybacks, and other filings for 4,000+ listed companies. No API key required.",True,False,False,False,ajtgjmdjp/tdnet-disclosure-mcp
@@ -467,36 +467,36 @@ pdblp,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market
BloombergFetch,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-07,20,https://github.com/ArturSepp/BloombergFetch,"Bloomberg Desktop API data (prices, implied volatilities, fundamentals) as pandas DataFrames via blpapi.",True,False,False,False,ArturSepp/BloombergFetch
tiingo,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-06-22,319,https://github.com/hydrosquall/tiingo-python,"Python interface for daily composite prices/OHLC/Volume + Real-time News Feeds, powered by the Tiingo Data Platform.",True,False,False,False,hydrosquall/tiingo-python
metatrader5,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-09-27,0,https://pypi.org/project/metatrader5/,API Connector to MetaTrader 5 Terminal. (Last updated: 2026-02-20).,False,False,True,False,
-akshare,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-13,22998,https://github.com/akfamily/akshare,"AkShare is an elegant and simple financial data interface library for Python, built for human beings! .",True,False,False,False,akfamily/akshare
-CNEquity,Python,"Python,MCP,A-shares",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-18,731,https://github.com/rootSunc/CNEquity,"Self-hosted China A-share data lake that keeps 55 datasets (prices, financials, capital flows, corporate events, futures and options) in local Parquet with incremental updates, point-in-time queries, delisted-stock retention, DuckDB SQL and a read-only MCP server.",True,False,False,False,rootSunc/CNEquity
-yahooquery,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-05-15,919,https://github.com/dpguthrie/yahooquery,Python interface for retrieving data through unofficial Yahoo Finance API.,True,False,False,False,dpguthrie/yahooquery
-investpy,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2022-10-02,1859,https://github.com/alvarobartt/investpy,Financial Data Extraction from Investing.com with Python! .,True,False,False,False,alvarobartt/investpy
+akshare,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-13,23011,https://github.com/akfamily/akshare,"AkShare is an elegant and simple financial data interface library for Python, built for human beings! .",True,False,False,False,akfamily/akshare
+CNEquity,Python,"Python,MCP,A-shares",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-18,755,https://github.com/rootSunc/CNEquity,"Self-hosted China A-share data lake that keeps 55 datasets (prices, financials, capital flows, corporate events, futures and options) in local Parquet with incremental updates, point-in-time queries, delisted-stock retention, DuckDB SQL and a read-only MCP server.",True,False,False,False,rootSunc/CNEquity
+yahooquery,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-05-15,920,https://github.com/dpguthrie/yahooquery,Python interface for retrieving data through unofficial Yahoo Finance API.,True,False,False,False,dpguthrie/yahooquery
+investpy,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2022-10-02,1861,https://github.com/alvarobartt/investpy,Financial Data Extraction from Investing.com with Python! .,True,False,False,False,alvarobartt/investpy
yliveticker,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-03-28,174,https://github.com/yahoofinancelive/yliveticker,Live stream of market data from Yahoo Finance websocket.,True,False,False,False,yahoofinancelive/yliveticker
bbgbridge,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2020-01-07,2,https://github.com/ran404/bbgbridge,Easy to use Bloomberg Desktop API wrapper for Python.,True,False,False,False,ran404/bbgbridge
-alpha_vantage,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-26,4933,https://github.com/RomelTorres/alpha_vantage,A python wrapper for Alpha Vantage API for financial data.,True,False,False,False,RomelTorres/alpha_vantage
+alpha_vantage,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-26,4932,https://github.com/RomelTorres/alpha_vantage,A python wrapper for Alpha Vantage API for financial data.,True,False,False,False,RomelTorres/alpha_vantage
alphai-tui,Rust,"Rust,TUI",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-19,83,https://github.com/makeev/alphai-tui,"Terminal stock dashboard with keyless quotes, candlestick charts and portfolio tracking, plus optional news and SEC filing views powered by the AlphAI API.",True,False,False,False,makeev/alphai-tui
oilpriceapi,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-17,2,https://github.com/OilpriceAPI/python-sdk,"Commodity-price API client with local moving averages, RSI, MACD, Bollinger Bands and ATR calculations on supplied data.",True,False,False,False,OilpriceAPI/python-sdk
-FinanceDataReader,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-05-13,1556,https://github.com/FinanceData/FinanceDataReader,"Open Source Financial data reader for U.S, Korean, Japanese, Chinese, Vietnamese Stocks.",True,False,False,False,FinanceData/FinanceDataReader
+FinanceDataReader,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-05-13,1558,https://github.com/FinanceData/FinanceDataReader,"Open Source Financial data reader for U.S, Korean, Japanese, Chinese, Vietnamese Stocks.",True,False,False,False,FinanceData/FinanceDataReader
pystlouisfed,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2024-01-09,22,https://github.com/TomasKoutek/pystlouisfed,"Python client for Federal Reserve Bank of St. Louis API - FRED, ALFRED, GeoFRED and FRASER.",True,False,False,False,TomasKoutek/pystlouisfed
python-bcb,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-27,128,https://github.com/wilsonfreitas/python-bcb,Python interface to Brazilian Central Bank web services.,True,False,False,False,wilsonfreitas/python-bcb
swiss-finance-data,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-13,5,https://github.com/EMen11/swiss-finance-data,"Python package for Swiss financial data (SNB Policy Rate, SARON, CHF FX rates, CPI, SMI equities, Confederation bond yields) from official SNB sources.",True,False,False,False,EMen11/swiss-finance-data
yfinance-ir,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-11,2,https://github.com/Fazel94/yfinance-ir,"yfinance-shaped market data for Iranian markets: TSETMC equities, ETFs, indices and option chains, Codal financial statements, TGJU FX and gold, SCI CPI and Iranian crypto exchanges.",True,False,False,False,Fazel94/yfinance-ir
market-prices,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-09-15,106,https://github.com/maread99/market_prices,Create meaningful OHLCV datasets from knowledge of [exchange-calendars](https://github.com/gerrymanoim/exchange_calendars) (works out-the-box with data from Yahoo Finance).,True,False,False,False,maread99/market_prices
-tardis-python,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-09-28,149,https://github.com/tardis-dev/tardis-python,Python interface for Tardis.dev high frequency crypto market data.,True,False,False,False,tardis-dev/tardis-python
+tardis-python,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-20,149,https://github.com/tardis-dev/tardis-python,Python interface for Tardis.dev high frequency crypto market data.,True,False,False,False,tardis-dev/tardis-python
lake-api,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-11-02,75,https://github.com/crypto-lake/lake-api,Python interface for Crypto Lake high frequency crypto market data.,True,False,False,False,crypto-lake/lake-api
ws-wire-audit,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-08,0,https://github.com/Robin1987China/ws-wire-audit,"WebSocket wire-level measurement tool for exchange market-data feeds: frame and control-frame accounting, payload-vs-wire byte ratios, compression negotiation checks, and a documented API-contract audit.",True,False,False,False,Robin1987China/ws-wire-audit
tessa,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-09,55,https://github.com/ymyke/tessa,"simple, hassle-free access to price information of financial assets (currently based on yfinance and pycoingecko), including search and a symbol class.",True,False,False,False,ymyke/tessa
pandaSDMX,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2023-02-25,135,https://github.com/dr-leo/pandaSDMX,"Python package that implements SDMX 2.1 (ISO 17369:2013), a format for exchange of statistical data and metadata used by national statistical agencies, central banks, and international organisations.",True,False,False,False,dr-leo/pandaSDMX
cif,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2022-06-18,66,https://github.com/LenkaV/CIF,"Python package that include few composite indicators, which summarize multidimensional relationships between individual economic indicators.",True,False,False,False,LenkaV/CIF
finagg,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-03-22,548,https://github.com/theOGognf/finagg,"finagg is a Python package that provides implementations of popular and free financial APIs, tools for aggregating historical data from those APIs into SQL databases, and tools for transforming aggregated data into features useful for analysis and AI/ML.",True,False,False,False,theOGognf/finagg
-FinanceDatabase,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-18,9507,https://github.com/JerBouma/FinanceDatabase,"This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.",True,False,False,False,JerBouma/FinanceDatabase
-FinanceToolkit,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-15,5442,https://github.com/JerBouma/FinanceToolkit,"Toolkit with 200+ financial metrics including 80+ financial ratios, 30+ technical indicators, 20+ risk and performance metrics and 50+ macro indicators which pulls from Financial Modeling Prep, Yahoo Finance, OECD, GMBD and more.",True,False,False,False,JerBouma/FinanceToolkit
+FinanceDatabase,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-20,9518,https://github.com/JerBouma/FinanceDatabase,"This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.",True,False,False,False,JerBouma/FinanceDatabase
+FinanceToolkit,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-20,5448,https://github.com/JerBouma/FinanceToolkit,"Toolkit with 200+ financial metrics including 80+ financial ratios, 30+ technical indicators, 20+ risk and performance metrics and 50+ macro indicators which pulls from Financial Modeling Prep, Yahoo Finance, OECD, GMBD and more.",True,False,False,False,JerBouma/FinanceToolkit
Trading Strategy,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://github.com/tradingstrategy-ai/trading-strategy/,download price data for decentralised exchanges and lending protocols (DeFi).,True,False,False,False,
datamule-python,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-14,557,https://github.com/john-friedman/datamule-python,A package to work with SEC data. Incorporates datamule endpoints.,True,False,False,False,john-friedman/datamule-python
fsynth,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-29,10,https://github.com/welcra/fsynth,Python library for high-fidelity unlimited synthetic financial data generation using Heston Stochastic Volatility and Merton Jump Diffusion.,True,False,False,False,welcra/fsynth
fedfred,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://nikhilxsunder.github.io/fedfred/,"FRED & GeoFRED Economic data API with preprocessed dataframe output in pandas/geopandas, polars/polars_st, and dask dataframes/geodataframes.",False,False,False,False,
edgar-sec,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-07,2,https://github.com/toros-dev/edgar-sec,EDGAR Financial data API with preprocessed dataclass outputs.,True,False,False,False,toros-dev/edgar-sec
-edgartools,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-18,2800,https://github.com/dgunning/edgartools,"AI-native SEC EDGAR library with XBRL financials, clean text extraction, 17+ typed forms, and pandas DataFrames.",True,False,False,False,dgunning/edgartools
+edgartools,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-21,2804,https://github.com/dgunning/edgartools,"AI-native SEC EDGAR library with XBRL financials, clean text extraction, 17+ typed forms, and pandas DataFrames.",True,False,False,False,dgunning/edgartools
edgar-full-text-search-examples,Python,"Python,SEC EDGAR",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-14,0,https://github.com/svitury/edgar-full-text-search-examples,"Stdlib-only EDGAR full-text search to CSV that splits date ranges to get past the 10,000-result cap.",True,False,False,False,svitury/edgar-full-text-search-examples
edgar-geo-revenue,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-09-04,1,https://pypi.org/project/edgar-geo-revenue/,Extract geographic revenue breakdowns from SEC EDGAR 10-K filings with no API key. [GitHub](https://github.com/Metricshour/edgar-geo-revenue),True,False,True,False,Metricshour/edgar-geo-revenue
filingrail-mcp,Python,"Python,MCP",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-08,0,https://pypi.org/project/filingrail-mcp/,"MCP server and Python SDK for a SEC EDGAR REST API covering XBRL fundamentals, Form 4 insider trades, 8-K events, 13F holdings and filings, where every record carries the source sec.gov filing URL it came from. [GitHub](https://github.com/adamhudson777/filingrail-mcp)",True,False,True,False,adamhudson777/filingrail-mcp
@@ -507,7 +507,7 @@ uk-sic-codes,Python,Python,Market Data & Data Sources,Market Data & Data Sources
uk-company-number,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-22,0,https://pypi.org/project/uk-company-number/,"Validate, format, and identify UK Companies House company numbers. Supports all 27 prefixes.",False,False,True,False,
veroq-python,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-03-31,1,https://github.com/Veroq-ai/veroq-python,"Financial intelligence API with verified market data, trading signals, sentiment analysis, and fact-checking across 1,061+ tickers. [PyPI](https://pypi.org/project/veroq/)",True,False,False,False,Veroq-ai/veroq-python
IBrokers,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2022-11-16,0,https://cran.r-project.org/web/packages/IBrokers/index.html,Provides native R access to Interactive Brokers Trader Workstation API.,False,True,False,False,
-Rblpapi,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-02,177,https://github.com/Rblp/Rblpapi,An R Interface to 'Bloomberg' is provided via the 'Blp API'.,True,False,False,False,Rblp/Rblpapi
+Rblpapi,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-02,178,https://github.com/Rblp/Rblpapi,An R Interface to 'Bloomberg' is provided via the 'Blp API'.,True,False,False,False,Rblp/Rblpapi
GetTDData,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-13,29,https://github.com/msperlin/GetTDData,Downloads and aggregates data for Brazilian government issued bonds directly from the website of Tesouro Direto.,True,False,False,False,msperlin/GetTDData
td,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-09-13,19,https://github.com/eddelbuettel/td,Interfaces the 'twelvedata' API for stocks and (digital and standard) currencies.,True,False,False,False,eddelbuettel/td
rbcb,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2024-01-23,98,https://github.com/wilsonfreitas/rbcb,R interface to Brazilian Central Bank web services.,True,False,False,False,wilsonfreitas/rbcb
@@ -520,15 +520,15 @@ MarketData.jl,Julia,Julia,Market Data & Data Sources,Market Data & Data Sources,
OnlineResamplers.jl,Julia,Julia,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-01-06,3,https://github.com/femtotrader/OnlineResamplers.jl,High-performance Julia package for real-time resampling of financial market data.,True,False,False,False,femtotrader/OnlineResamplers.jl
PENDAX,JavaScript,JavaScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2024-05-09,50,https://github.com/CompendiumFi/PENDAX-SDK,"Javascript SDK for Trading/Data API and Websockets for FTX, FTXUS, OKX, Bybit, & More.",True,False,False,False,CompendiumFi/PENDAX-SDK
fin-stream,Rust,Rust,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-09,14,https://github.com/Mattbusel/fin-stream,"Real-time market data streaming in Rust: lock-free SPSC ring buffer, 100K+ ticks/second ingestion, multi-timeframe OHLCV construction, and Lorentz transforms on financial time series.",True,False,False,False,Mattbusel/fin-stream
-finalytics,Rust,Rust,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-05-01,77,https://github.com/Nnamdi-sys/finalytics,A rust library for financial data analysis.,True,False,False,False,Nnamdi-sys/finalytics
+finalytics,Rust,Rust,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-05-01,78,https://github.com/Nnamdi-sys/finalytics,A rust library for financial data analysis.,True,False,False,False,Nnamdi-sys/finalytics
AgentServices,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-09-06,2,https://github.com/vbkotecha/agentservices-api,"API server for crypto and market data with technical indicators, on-chain analytics, and MCP access; includes x402 payment support for hosted endpoints.",True,False,False,False,vbkotecha/agentservices-api
The Stall,JavaScript,"JavaScript,MCP",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-10-10,0,https://github.com/thebrierfox/the-stall,"Self-hostable data and analytics service with equity technical indicators, multi-chain portfolio valuation, market-data adapters, and MCP interfaces.",True,False,False,False,thebrierfox/the-stall
ninjatrader-to-parquet,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-09-26,10,https://github.com/tbraman-dev/ninjatrader-to-parquet,"NinjaTrader 8 .ncd tick and minute history files to Parquet without NinjaTrader running; row-exact against NinjaTrader's own export, incremental re-runs.",True,False,False,False,tbraman-dev/ninjatrader-to-parquet
-pmxt,Python,"Python,JavaScript",Prediction Markets,Prediction Markets,prediction-markets,2026-07-18,2172,https://github.com/pmxt-dev/pmxt,"The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more.",True,False,False,False,pmxt-dev/pmxt
+pmxt,Python,"Python,JavaScript",Prediction Markets,Prediction Markets,prediction-markets,2026-07-18,2176,https://github.com/pmxt-dev/pmxt,"The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more.",True,False,False,False,pmxt-dev/pmxt
polymarket-whales,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,2026-03-20,64,https://github.com/al1enjesus/polymarket-whales,Real-time whale trade tracker for Polymarket — terminal alerts + Telegram notifications when large orders hit the book.,True,False,False,False,al1enjesus/polymarket-whales
PolyMind,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,2026-10-17,3,https://polyminds.netlify.app/,"Real-time Polymarket trading alerts with multi-AI analysis (Groq, Claude, Gemini). Track whale bets, volume spikes, coordinated wallets, and 12 signal types. Free tier available. [GitHub](https://github.com/samirasadov28-code/PolyMind)",True,False,False,False,samirasadov28-code/PolyMind
prediction-market-maker,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,2026-04-10,35,https://github.com/octavi42/prediction-market-maker,"Open-source market-making strategy that placed #2 in Paradigm's prediction market challenge, with full strategy evolution and analysis.",True,False,False,False,octavi42/prediction-market-maker
-oracle3,Python,"Python,MCP",Prediction Markets,Prediction Markets,prediction-markets,2026-10-12,479,https://github.com/YichengYang-Ethan/oracle3-prediction-market-agent,"Trading engine and MCP server for prediction markets with fee-aware no-arbitrage checks across related event contracts, statistical arbitrage, and live or paper execution on Kalshi, Polymarket, and Solana.",True,False,False,False,YichengYang-Ethan/oracle3-prediction-market-agent
+oracle3,Python,"Python,MCP",Prediction Markets,Prediction Markets,prediction-markets,2026-10-12,487,https://github.com/YichengYang-Ethan/oracle3-prediction-market-agent,"Trading engine and MCP server for prediction markets with fee-aware no-arbitrage checks across related event contracts, statistical arbitrage, and live or paper execution on Kalshi, Polymarket, and Solana.",True,False,False,False,YichengYang-Ethan/oracle3-prediction-market-agent
marketlens,Python,"Python,MCP",Prediction Markets,Prediction Markets,prediction-markets,2026-10-01,30,https://github.com/marketlenstrade/marketlens-python,"Tick-level Polymarket order book history with replay and a backtesting engine simulating queue priority, latency, and slippage.",True,False,False,False,marketlenstrade/marketlens-python
OpenThomas,Python,"Python,MCP",Prediction Markets,Prediction Markets,prediction-markets,2026-09-12,24,https://github.com/PredictionMarketTrader/openthomas,Autonomous weather-market trading agent for Kalshi and Polymarket that learns per-station forecast bias from leak-free hindcasts and sizes positions with fractional Kelly under hard risk limits.,True,False,False,False,PredictionMarketTrader/openthomas
polymarket-bot-lab,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,2026-07-29,1,https://github.com/oraclemangle/polymarket-bot-lab,"Open-sourced research lab of 11 candidate Polymarket trading bots (weather, sports, longshot fades, maker, whale-flow) with a shared CLOB/backtest framework, ADR decision log, and honest paper/live results. Companion free dataset: [polymarket-canary-tape](https://huggingface.co/datasets/oraclemangle/polymarket-canary-tape) (300M+ events, CC-BY-4.0).",True,False,False,False,oraclemangle/polymarket-bot-lab
@@ -546,40 +546,40 @@ sifma-holidays,TypeScript,TypeScript,Calendars & Market Hours,Calendars & Market
us-equity-market-calendar,TypeScript,TypeScript,Calendars & Market Hours,Calendars & Market Hours,calendars-market-hours,2026-10-10,0,https://github.com/moshejs/us-equity-market-calendar,"NYSE/NASDAQ trading calendar: holidays, 1pm early closes, trading-day navigation, and DST-aware is-market-open; zero dependencies.",True,False,False,False,moshejs/us-equity-market-calendar
fx-value-date,TypeScript,TypeScript,Calendars & Market Hours,Calendars & Market Hours,calendars-market-hours,2026-10-10,0,https://github.com/moshejs/fx-value-date,"FX spot/forward value-date calculation across two currency holiday calendars, with the USD-lag and end-of-month rules; zero dependencies.",True,False,False,False,moshejs/fx-value-date
D-Tale,Python,Python,Visualization,Visualization,visualization,2026-05-11,5231,https://github.com/man-group/dtale,Visualizer for pandas dataframes and xarray datasets.,True,False,False,False,man-group/dtale
-mplfinance,Python,Python,Visualization,Visualization,visualization,2024-04-02,4451,https://github.com/matplotlib/mplfinance,"matplotlib utilities for the visualization, and visual analysis, of financial data.",True,False,False,False,matplotlib/mplfinance
+mplfinance,Python,Python,Visualization,Visualization,visualization,2024-04-02,4453,https://github.com/matplotlib/mplfinance,"matplotlib utilities for the visualization, and visual analysis, of financial data.",True,False,False,False,matplotlib/mplfinance
finplot,Python,Python,Visualization,Visualization,visualization,2026-09-24,1186,https://github.com/highfestiva/finplot,Performant and effortless finance plotting for Python.,True,False,False,False,highfestiva/finplot
-finvizfinance,Python,Python,Visualization,Visualization,visualization,2026-08-29,1750,https://github.com/lit26/finvizfinance,Finviz analysis python library.,True,False,False,False,lit26/finvizfinance
+finvizfinance,Python,Python,Visualization,Visualization,visualization,2026-08-29,1753,https://github.com/lit26/finvizfinance,Finviz analysis python library.,True,False,False,False,lit26/finvizfinance
Flowdepth,Rust,"Rust,Desktop",Visualization,Visualization,visualization,2026-10-19,18,https://github.com/Niketion/flowdepth,"Open-source crypto order-flow terminal with footprint charts, historical L2 liquidity heatmaps, volume bubbles, CVD, and BTC/ETH/SOL options GEX analytics.",True,False,False,False,Niketion/flowdepth
market-analy,Python,Python,Visualization,Visualization,visualization,2026-09-20,80,https://github.com/maread99/market_analy,Analysis and interactive charting using [market-prices](https://github.com/maread99/market_prices) and bqplot.,True,False,False,False,maread99/market_analy
LightweightCharts.jl,Julia,Julia,Visualization,Visualization,visualization,2026-07-06,55,https://github.com/bhftbootcamp/LightweightCharts.jl,Julia wrapper for Lightweight Charts™ by TradingView.,True,False,False,False,bhftbootcamp/LightweightCharts.jl
dxcharts-lite,JavaScript,JavaScript,Visualization,Visualization,visualization,2026-10-08,102,https://github.com/devexperts/dxcharts-lite,Flexible financial charting library based on HTML5 canvas.,True,False,False,False,devexperts/dxcharts-lite
-Kandle,TypeScript,"TypeScript,MCP",Visualization,Visualization,visualization,2026-10-19,0,https://kernel-hunter.github.io/kandle/,"Browser charting app for crypto, stocks and forex with indicators, a scripting language with strategy backtests, alerts, bar replay and an MCP server for AI agents. [GitHub](https://github.com/Kernel-Hunter/kandle)",True,False,False,False,Kernel-Hunter/kandle
+Kandle,TypeScript,"TypeScript,MCP",Visualization,Visualization,visualization,2026-10-20,0,https://kernel-hunter.github.io/kandle/,"Browser charting app for crypto, stocks and forex with indicators, a scripting language with strategy backtests, alerts, bar replay and an MCP server for AI agents. [GitHub](https://github.com/Kernel-Hunter/kandle)",True,False,False,False,Kernel-Hunter/kandle
Exeria Charts,JavaScript,JavaScript,Visualization,Visualization,visualization,2026-06-19,11,https://github.com/efixdata/exeria-charts,"High-performance, native Canvas/WebGL financial charting library for self-hosted applications without iframe limits.",True,False,False,False,efixdata/exeria-charts
MyLinedChart,Desktop,Desktop,Visualization,Visualization,visualization,,0,https://mylinedchart.com,"Technical-analysis charting app for Interactive Brokers (IBKR) that exports drawings, notes, indicators and OHLCV as JSON/XLSX/CSV, and exposes chart context to AI agents over MCP.",False,False,False,False,
OpenKline,TypeScript,TypeScript,Visualization,Visualization,visualization,2026-10-10,1,https://rekurt.github.io/openkline/,"Canvas-based OHLCV charting engine with technical indicators, drawing tools, and streaming-data support. [GitHub](https://github.com/rekurt/openkline)",True,False,False,False,rekurt/openkline
-TradeCanvas,TypeScript,TypeScript,Visualization,Visualization,visualization,2026-10-07,26,https://github.com/bonguynvan/tradecanvas,"Financial charting library for the web, drawn with Canvas 2D or WebGL: 18 chart types, 111 indicators, drawing tools, live exchange feeds, orders on the chart, replay and backtesting.",True,False,False,False,bonguynvan/tradecanvas
+TradeCanvas,TypeScript,TypeScript,Visualization,Visualization,visualization,2026-10-20,26,https://github.com/bonguynvan/tradecanvas,"Financial charting library for the web, drawn with Canvas 2D or WebGL: 18 chart types, 111 indicators, drawing tools, live exchange feeds, orders on the chart, replay and backtesting.",True,False,False,False,bonguynvan/tradecanvas
Bilig,TypeScript,TypeScript,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2026-10-06,35,https://github.com/proompteng/bilig,Formula WorkPaper and XLSX recalculation runtime for Node.js services and agent tools.,True,False,False,False,proompteng/bilig
-xlwings,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2026-10-19,3423,https://www.xlwings.org/,Make Excel fly with Python. [GitHub](https://github.com/xlwings/xlwings),True,False,False,False,xlwings/xlwings
+xlwings,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2026-10-19,3422,https://www.xlwings.org/,Make Excel fly with Python. [GitHub](https://github.com/xlwings/xlwings),True,False,False,False,xlwings/xlwings
openpyxl,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,,0,https://openpyxl.readthedocs.io/en/latest/,Read/Write Excel 2007 xlsx/xlsm files.,False,False,False,False,
xlrd,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2026-10-12,2205,https://github.com/python-excel/xlrd,Library for developers to extract data from Microsoft Excel spreadsheet files.,True,False,False,False,python-excel/xlrd
xlsxwriter,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2026-08-04,3983,https://xlsxwriter.readthedocs.io/,Write files in the Excel 2007+ XLSX file format. [GitHub](https://github.com/jmcnamara/XlsxWriter),True,False,False,False,jmcnamara/XlsxWriter
xlloop,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2018-03-10,110,https://xlloop.sourceforge.net/,XLLoop is an open source framework for implementing Excel user-defined functions (UDFs) on a centralised server (a function server). [GitHub](https://github.com/poidasmith/xlloop),True,False,False,False,poidasmith/xlloop
expy,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,,0,https://bnikolic.co.uk/expy/expy.html,"The ExPy add-in allows easy use of Python directly from within an Microsoft Excel spreadsheet, both to execute arbitrary code and to define new Excel functions.",False,False,False,False,
pyxll,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,,0,https://www.pyxll.com,PyXLL is an Excel add-in that enables you to extend Excel using nothing but Python code.,False,False,False,False,
-AxonX,Python,"Python,MCP",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-19,5,https://github.com/FlowLLM-AI/AxonX,"Agent-native quantitative research harness with plugin-based tasks for data processing, factor analysis, model training, and backtesting, traceable artifacts, and CLI and web interfaces.",True,False,False,False,FlowLLM-AI/AxonX
+AxonX,Python,"Python,MCP",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-20,5,https://github.com/FlowLLM-AI/AxonX,"Agent-native quantitative research harness with plugin-based tasks for data processing, factor analysis, model training, and backtesting, traceable artifacts, and CLI and web interfaces.",True,False,False,False,FlowLLM-AI/AxonX
thesis-ci,Python,"Python,CLI,YAML",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-12,1,https://github.com/kentian742-creator/thesis-ci,"Linter and CI for written investment theses that fails a number without a filing citation, freezes test thresholds once results are out, and Brier-scores forecasts.",True,False,False,False,kentian742-creator/thesis-ci
-TradingAgents,Python,"Python,LLM",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-16,112130,https://github.com/TauricResearch/TradingAgents,"Multi-agent financial research framework combining fundamental, technical, news, and sentiment analysis with structured investment debates and risk assessment.",True,False,False,False,TauricResearch/TradingAgents
+TradingAgents,Python,"Python,LLM",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-16,112350,https://github.com/TauricResearch/TradingAgents,"Multi-agent financial research framework combining fundamental, technical, news, and sentiment analysis with structured investment debates and risk assessment.",True,False,False,False,TauricResearch/TradingAgents
Nova-TradingAgent,Python,"Python,A-shares",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-09-06,26,https://github.com/rufeng0411/Nova-TradingAgent,"Self-hosted 15-agent research desk (debate graph, optional Tushare L2 and Qlib). Does not place trades.",True,False,False,False,rufeng0411/Nova-TradingAgent
QFO Quant Platform,Python,"Python,React,A-shares",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-09-28,14,https://www.qfo-quant-platform.com/,"Local-first quantitative research and backtesting platform with data synchronization, multi-asset screening, factor analysis, portfolio optimization, risk analysis, and optional LLM-assisted news analysis. [GitHub](https://github.com/yeh2017/QFO-Quant-Platform)",True,False,False,False,yeh2017/QFO-Quant-Platform
dsh-quant,TypeScript,"TypeScript,DeepSeek Harness",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-18,53,https://github.com/pengpengyi92/dsh-quant,"Agent-native quantitative research toolkit for DeepSeek Harness: 46 tools across data, alpha, ML, risk, execution and ecosystem domains, with an end-to-end research pipeline.",True,False,False,False,pengpengyi92/dsh-quant
-easy-stock,Go,"Go,React,A-shares",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-19,1551,https://github.com/jundizhou/easy-stock,"Local-first AI research workbench for China A-shares: unified market overview, theme radar, limit-up ladder and sentiment-cycle analysis, AI stock reports, portfolio inspection, and agent-based collection of post-market commentary with evidence tracing.",True,False,False,False,jundizhou/easy-stock
-Jupyter Quant,Python,Python,Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-16,247,https://github.com/quantbelt/jupyter-quant,"A dockerized Jupyter quant research environment with preloaded tools for quant analysis, statsmodels, pymc, arch, py_vollib, zipline-reloaded, PyPortfolioOpt, etc.",True,False,False,False,quantbelt/jupyter-quant
-AlphaLattice,Python,"Python,Claude Code,Codex",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-20,1,https://github.com/xinglin-li/alphalattice,"Local research workbench that a coding agent drives from one sentence: dated US large-cap research positions bounded by each date's information cutoff, SEC-filing evidence review, and an investment committee that changes no numbers.",True,False,False,False,xinglin-li/alphalattice
+easy-stock,Go,"Go,React,A-shares",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-19,1573,https://github.com/jundizhou/easy-stock,"Local-first AI research workbench for China A-shares: unified market overview, theme radar, limit-up ladder and sentiment-cycle analysis, AI stock reports, portfolio inspection, and agent-based collection of post-market commentary with evidence tracing.",True,False,False,False,jundizhou/easy-stock
+Jupyter Quant,Python,Python,Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-20,247,https://github.com/quantbelt/jupyter-quant,"A dockerized Jupyter quant research environment with preloaded tools for quant analysis, statsmodels, pymc, arch, py_vollib, zipline-reloaded, PyPortfolioOpt, etc.",True,False,False,False,quantbelt/jupyter-quant
+AlphaLattice,Python,"Python,Claude Code,Codex",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-20,2,https://github.com/xinglin-li/alphalattice,"Local research workbench that a coding agent drives from one sentence: dated US large-cap research positions bounded by each date's information cutoff, SEC-filing evidence review, and an investment committee that changes no numbers.",True,False,False,False,xinglin-li/alphalattice
SmartMoney-Cub,Python,"Python,LLM",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-10-11,27,https://github.com/myc0576/SmartMoney-Cub,"Local-first, agent-agnostic trading journal and review harness that freezes point-in-time run envelopes and evidence packs, replays them deterministically, and evaluates rule candidates against a frozen 240-case finance benchmark, with no order or broker access.",True,False,False,False,myc0576/SmartMoney-Cub
-RunMat,Rust,Rust,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-09-21,266,https://runmat.com/,Runtime for MATLAB-syntax array math with automatic CPU/GPU execution and fused kernels for quantitative simulations. [GitHub](https://github.com/runmat-org/runmat),True,False,False,False,runmat-org/runmat
+RunMat,Rust,Rust,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-09-21,268,https://runmat.com/,Runtime for MATLAB-syntax array math with automatic CPU/GPU execution and fused kernels for quantitative simulations. [GitHub](https://github.com/runmat-org/runmat),True,False,False,False,runmat-org/runmat
QuantLibAAD,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-05-13,43,https://github.com/auto-differentiation/QuantLibAAD,Fast risks with QuantLib in C++.,True,False,False,False,auto-differentiation/QuantLibAAD
XAD,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-09-08,434,https://github.com/auto-differentiation/xad,Automatic Differentation (AAD) Library.,True,False,False,False,auto-differentiation/xad
-QuantLib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-10-19,7681,https://github.com/lballabio/QuantLib,The QuantLib project is aimed at providing a comprehensive software framework for quantitative finance.,True,False,False,False,lballabio/QuantLib
+QuantLib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-10-20,7683,https://github.com/lballabio/QuantLib,The QuantLib project is aimed at providing a comprehensive software framework for quantitative finance.,True,False,False,False,lballabio/QuantLib
JQuantLib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2016-02-26,156,https://github.com/frgomes/jquantlib,Java port.,True,False,False,False,frgomes/jquantlib
RQuantLib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-10-13,136,https://github.com/eddelbuettel/rquantlib,R port.,True,False,False,False,eddelbuettel/rquantlib
QuantLibAddin,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,,0,https://www.quantlib.org/quantlibaddin/,Excel support.,False,False,False,False,
@@ -588,8 +588,8 @@ QLNet,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frame
PyQL,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-07-16,1343,https://github.com/enthought/pyql,Python port.,True,False,False,False,enthought/pyql
QuantLib.jl,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2020-02-18,143,https://github.com/pazzo83/QuantLib.jl,Julia port.,True,False,False,False,pazzo83/QuantLib.jl
QuantLib-Python Documentation,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,,0,https://quantlib-python-docs.readthedocs.io/,Documentation for the Python bindings for the QuantLib library.,False,False,False,False,
-TA-Lib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-10-18,1698,https://ta-lib.org,perform technical analysis of financial market data. [GitHub](https://github.com/TA-Lib/ta-lib),True,False,False,False,TA-Lib/ta-lib
-godzilla.dev,C++,"C++,Python",Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-11,381,https://godzilla.dev,"Open-source framework for crypto quant trading, funding rate arbitrage and ultra-low-latency market making. [GitHub](https://github.com/godzilla-foundation/godzilla-community)",True,False,False,False,godzilla-foundation/godzilla-community
+TA-Lib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-10-18,1700,https://ta-lib.org,perform technical analysis of financial market data. [GitHub](https://github.com/TA-Lib/ta-lib),True,False,False,False,TA-Lib/ta-lib
+godzilla.dev,C++,"C++,Python",Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-11,382,https://godzilla.dev,"Open-source framework for crypto quant trading, funding rate arbitrage and ultra-low-latency market making. [GitHub](https://github.com/godzilla-foundation/godzilla-community)",True,False,False,False,godzilla-foundation/godzilla-community
PineTS,TypeScript,"TypeScript,JavaScript,Pine Script",Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-10-19,880,https://github.com/LuxAlgo/PineTS,"Open-source transpiler and runtime that executes Pine Script logic in Node.js and the browser with 1:1 syntax compatibility, for running indicators and strategies on your own infrastructure.",True,False,False,False,LuxAlgo/PineTS
Goldman Sachs Quantitative Strategies Research Notes,Papers,"Papers,Derivatives","Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-11-17,453,https://github.com/s0ap/gs-quantitative-strategies-research-notes,"Collection of 1990s research papers on derivatives pricing, volatility modeling, hedging, and model risk.",True,False,False,False,s0ap/gs-quantitative-strategies-research-notes
Quant Sprint,Training,"Training,Interviews","Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,,0,https://lambdia.com/play,"Free timed drill of first round quant interview questions on options and the Greeks, two sided quoting, probability and mental arithmetic.",False,False,False,False,
@@ -598,16 +598,16 @@ Wyckoff Method Course,,,"Reproducing Works, Training & Books","Reproducing Works
Special-Relativity-in-Financial-Modeling,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-10-09,14,https://github.com/Mattbusel/Special-Relativity-in-Financial-Modeling,"C++20 implementation of special-relativistic geometry applied to OHLCV data: Lorentz factors, spacetime intervals, Christoffel symbols, and geodesic deviation signals from live market data. DOI: 10.5281/zenodo.18639919.",True,False,False,False,Mattbusel/Special-Relativity-in-Financial-Modeling
Auto-Differentiation Website,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,,0,https://auto-differentiation.github.io/,Background and resources on Automatic Differentiation (AD) / Adjoint Algorithmic Differentitation (AAD).,False,False,False,False,
Derman Papers,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2017-10-21,529,https://github.com/MarcosCarreira/DermanPapers,Notebooks that replicate original quantitative finance papers from Emanuel Derman.,True,False,False,False,MarcosCarreira/DermanPapers
-volatility-trading,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-10-21,1958,https://github.com/jasonstrimpel/volatility-trading,A complete set of volatility estimators based on Euan Sinclair's Volatility Trading.,True,False,False,False,jasonstrimpel/volatility-trading
+volatility-trading,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-10-21,1963,https://github.com/jasonstrimpel/volatility-trading,A complete set of volatility estimators based on Euan Sinclair's Volatility Trading.,True,False,False,False,jasonstrimpel/volatility-trading
quant,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2015-07-14,459,https://github.com/paulperry/quant,"Quantitative Finance and Algorithmic Trading exhaust; mostly ipython notebooks based on Quantopian, Zipline, or Pandas.",True,False,False,False,paulperry/quant
fecon235,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2018-12-03,1279,https://github.com/rsvp/fecon235,Open source project for software tools in financial economics. Many jupyter notebook to verify theoretical ideas and practical methods interactively.,True,False,False,False,rsvp/fecon235
QuantEcon,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,,0,https://quantecon.org/,"Lecture series on economics, finance, econometrics and data science; QuantEcon.py, QuantEcon.jl, notebooks.",False,False,False,False,
-FinanceHub,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2021-05-25,805,https://github.com/Finance-Hub/FinanceHub,Resources for Quantitative Finance.,True,False,False,False,Finance-Hub/FinanceHub
+FinanceHub,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2021-05-25,806,https://github.com/Finance-Hub/FinanceHub,Resources for Quantitative Finance.,True,False,False,False,Finance-Hub/FinanceHub
Python_Option_Pricing,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-05-13,849,https://github.com/dedwards25/Python_Option_Pricing,"An library to price financial options written in Python. Includes: Black Scholes, Black 76, Implied Volatility, American, European, Asian, Spread Options.",True,False,False,False,dedwards25/Python_Option_Pricing
-python-training,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-08-24,14265,https://github.com/jpmorganchase/python-training,J.P. Morgan's Python training for business analysts and traders.,True,False,False,False,jpmorganchase/python-training
+python-training,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-08-24,14263,https://github.com/jpmorganchase/python-training,J.P. Morgan's Python training for business analysts and traders.,True,False,False,False,jpmorganchase/python-training
cfa-frm-formula-sheets,Training,"Training,Data","Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-10-14,0,https://github.com/marfa77/cfa-frm-formula-sheets,Machine-readable CFA Level I/II and FRM Part I formula reference in LaTeX and JSON/CSV with variable definitions and official topic weights.,True,False,False,False,marfa77/cfa-frm-formula-sheets
-Stock_Analysis_For_Quant,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-05-04,2084,https://github.com/LastAncientOne/Stock_Analysis_For_Quant,"Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau.",True,False,False,False,LastAncientOne/Stock_Analysis_For_Quant
-algorithmic-trading-with-python,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2021-06-01,3512,https://github.com/chrisconlan/algorithmic-trading-with-python,Source code for Algorithmic Trading with Python (2020) by Chris Conlan.,True,False,False,False,chrisconlan/algorithmic-trading-with-python
+Stock_Analysis_For_Quant,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-05-04,2085,https://github.com/LastAncientOne/Stock_Analysis_For_Quant,"Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau.",True,False,False,False,LastAncientOne/Stock_Analysis_For_Quant
+algorithmic-trading-with-python,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2021-06-01,3515,https://github.com/chrisconlan/algorithmic-trading-with-python,Source code for Algorithmic Trading with Python (2020) by Chris Conlan.,True,False,False,False,chrisconlan/algorithmic-trading-with-python
MEDIUM_NoteBook,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-09-22,2144,https://github.com/cerlymarco/MEDIUM_NoteBook,Repository containing notebooks of [cerlymarco](https://github.com/cerlymarco)'s posts on Medium.,True,False,False,False,cerlymarco/MEDIUM_NoteBook
QuantFinance,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-09-02,624,https://github.com/PythonCharmers/QuantFinance,Training materials in quantitative finance.,True,False,False,False,PythonCharmers/QuantFinance
IPythonScripts,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-02-28,179,https://github.com/mgroncki/IPythonScripts,"Tutorials about Quantitative Finance in Python and QuantLib: Pricing, xVAs, Hedging, Portfolio Optimisation, Machine Learning and Deep Learning.",True,False,False,False,mgroncki/IPythonScripts
@@ -615,13 +615,13 @@ Computational-Finance-Course,,,"Reproducing Works, Training & Books","Reproducin
Machine-Learning-for-Asset-Managers,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-01-29,673,https://github.com/emoen/Machine-Learning-for-Asset-Managers,"Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado.",True,False,False,False,emoen/Machine-Learning-for-Asset-Managers
Python-for-Finance-Cookbook,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-03-02,803,https://github.com/PacktPublishing/Python-for-Finance-Cookbook,"Python for Finance Cookbook, published by Packt.",True,False,False,False,PacktPublishing/Python-for-Finance-Cookbook
modelos_vol_derivativos,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-08-19,60,https://github.com/ysaporito/modelos_vol_derivativos,"""Modelos de Volatilidade para Derivativos"" book's Jupyter notebooks.",True,False,False,False,ysaporito/modelos_vol_derivativos
-NMOF,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-08-20,39,https://github.com/enricoschumann/NMOF,"Functions, examples and data from the first and the second edition of ""Numerical Methods and Optimization in Finance"" by M. Gilli, D. Maringer and E. Schumann (2019, ISBN:978-0128150658).",True,False,False,False,enricoschumann/NMOF
+NMOF,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-10-20,39,https://github.com/enricoschumann/NMOF,"Functions, examples and data from the first and the second edition of ""Numerical Methods and Optimization in Finance"" by M. Gilli, D. Maringer and E. Schumann (2019, ISBN:978-0128150658).",True,False,False,False,enricoschumann/NMOF
py4fi2nd,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-06-06,2276,https://github.com/yhilpisch/py4fi2nd,"Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.",True,False,False,False,yhilpisch/py4fi2nd
-aiif,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-10-09,402,https://github.com/yhilpisch/aiif,Jupyter Notebooks and code for the book Artificial Intelligence in Finance (O'Reilly) by Yves Hilpisch.,True,False,False,False,yhilpisch/aiif
+aiif,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-10-09,401,https://github.com/yhilpisch/aiif,Jupyter Notebooks and code for the book Artificial Intelligence in Finance (O'Reilly) by Yves Hilpisch.,True,False,False,False,yhilpisch/aiif
py4at,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-10-09,858,https://github.com/yhilpisch/py4at,Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.,True,False,False,False,yhilpisch/py4at
dawp,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2021-02-22,639,https://github.com/yhilpisch/dawp,Jupyter Notebooks and code for Derivatives Analytics with Python (Wiley Finance) by Yves Hilpisch.,True,False,False,False,yhilpisch/dawp
dx,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-04-05,767,https://github.com/yhilpisch/dx,DX Analytics | Financial and Derivatives Analytics with Python.,True,False,False,False,yhilpisch/dx
-QuantFinanceBook,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-04-14,986,https://github.com/LechGrzelak/QuantFinanceBook,Quantitative Finance book.,True,False,False,False,LechGrzelak/QuantFinanceBook
+QuantFinanceBook,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-04-14,987,https://github.com/LechGrzelak/QuantFinanceBook,Quantitative Finance book.,True,False,False,False,LechGrzelak/QuantFinanceBook
rough_bergomi,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2018-09-17,144,https://github.com/rmcrkd/rough_bergomi,A Python implementation of the rough Bergomi model.,True,False,False,False,rmcrkd/rough_bergomi
frh-fx,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2018-05-24,15,https://github.com/rmcrkd/frh-fx,A python implementation of the fast-reversion Heston model of Mechkov for FX purposes.,True,False,False,False,rmcrkd/frh-fx
Value Investing Studies,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2021-10-26,98,https://github.com/euclidjda/value-investing-studies,A collection of data analysis studies that examine the performance and characteristics of value investing over long periods of time.,True,False,False,False,euclidjda/value-investing-studies
@@ -631,15 +631,15 @@ Technical Analysis and Feature Engineering,,,"Reproducing Works, Training & Book
Differential Machine Learning and Axes that matter by Brian Huge and Antoine Savine,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2022-10-05,149,https://github.com/differential-machine-learning/notebooks,"Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.",True,False,False,False,differential-machine-learning/notebooks
systematictradingexamples,Python,Python,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2020-07-22,490,https://github.com/robcarver17/systematictradingexamples,Code examples for Robert Carver's [Systematic Trading](https://www.harriman-house.com/authors/robert-carver/systematic-trading/9780857194459).,True,False,False,False,robcarver17/systematictradingexamples
pysystemtrade_examples,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2018-02-21,279,https://github.com/robcarver17/pysystemtrade_examples,Examples using pysystemtrade for Robert Carver's [blog](https://qoppac.blogspot.com/).,True,False,False,False,robcarver17/pysystemtrade_examples
-ML_Finance_Codes,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2020-06-13,2715,https://github.com/mfrdixon/ML_Finance_Codes,Machine Learning in Finance: From Theory to Practice Book.,True,False,False,False,mfrdixon/ML_Finance_Codes
-Hands-On Machine Learning for Algorithmic Trading,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-01-18,1937,https://github.com/packtpublishing/hands-on-machine-learning-for-algorithmic-trading,"Hands-On Machine Learning for Algorithmic Trading, published by Packt.",True,False,False,False,packtpublishing/hands-on-machine-learning-for-algorithmic-trading
+ML_Finance_Codes,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2020-06-13,2716,https://github.com/mfrdixon/ML_Finance_Codes,Machine Learning in Finance: From Theory to Practice Book.,True,False,False,False,mfrdixon/ML_Finance_Codes
+Hands-On Machine Learning for Algorithmic Trading,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-01-18,1938,https://github.com/packtpublishing/hands-on-machine-learning-for-algorithmic-trading,"Hands-On Machine Learning for Algorithmic Trading, published by Packt.",True,False,False,False,packtpublishing/hands-on-machine-learning-for-algorithmic-trading
financialnoob-misc,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-08-26,28,https://github.com/financialnoob/misc,Codes from @financialnoob's posts.,True,False,False,False,financialnoob/misc
MesoSim Options Trading Strategy Library,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-09-08,21,https://github.com/deltaray-io/strategy-library,Free and public Options Trading strategy library for MesoSim.,True,False,False,False,deltaray-io/strategy-library
Quant-Finance-With-Python-Code,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-01-15,187,https://github.com/lingyixu/Quant-Finance-With-Python-Code,Repo for code examples in Quantitative Finance with Python by Chris Kelliher.,True,False,False,False,lingyixu/Quant-Finance-With-Python-Code
QuantFinanceTraining,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-02-20,44,https://github.com/JoaoJungblut/QuantFinanceTraining,"This repository contains codes that were executed during my training in the CQF (Certificate in Quantitative Finance). The codes are organized by class, facilitating navigation and reference.",True,False,False,False,JoaoJungblut/QuantFinanceTraining
book_irds3,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2022-10-29,125,https://github.com/attack68/book_irds3,Code repository for Pricing and Trading Interest Rate Derivatives.,True,False,False,False,attack68/book_irds3
Autoencoder-Asset-Pricing-Models,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-08-17,153,https://github.com/RichardS0268/Autoencoder-Asset-Pricing-Models,"Reimplementation of Autoencoder Asset Pricing Models ([GKX, 2019](https://www.aqr.com/Insights/Research/Working-Paper/Autoencoder-Asset-Pricing-Models)).",True,False,False,False,RichardS0268/Autoencoder-Asset-Pricing-Models
-Finance,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-09-12,4332,https://github.com/shashankvemuri/Finance,"150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data.",True,False,False,False,shashankvemuri/Finance
+Finance,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-09-12,4333,https://github.com/shashankvemuri/Finance,"150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data.",True,False,False,False,shashankvemuri/Finance
101_formulaic_alphas,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2022-07-11,51,https://github.com/ram-ki/101_formulaic_alphas,Implementation of [101 formulaic alphas](https://arxiv.org/abs/1601.00991) using qstrader.,True,False,False,False,ram-ki/101_formulaic_alphas
Tidy Finance,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,,0,https://www.tidy-finance.org/,"An opinionated approach to empirical research in financial economics - a fully transparent, open-source code base in multiple programming languages (Python and R) to enable the reproducible implementation of financial research projects for students and practitioners.",False,False,False,False,
RoughVolatilityWorkshop,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-09-06,75,https://github.com/jgatheral/RoughVolatilityWorkshop,2024 QuantMind's Rough Volatility Workshop lectures.,True,False,False,False,jgatheral/RoughVolatilityWorkshop
@@ -648,14 +648,14 @@ AlgoTradingLib,,,"Reproducing Works, Training & Books","Reproducing Works, Train
Portfolio Optimization Book,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-02-17,26,https://portfoliooptimizationbook.com/,Prof. Daniel Palomar's Portfolio Optimization Book. [GitHub](https://github.com/dppalomar/pob),True,False,False,False,dppalomar/pob
direct_vola,Python,"Python,R","Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-05-01,6,https://github.com/wol-fi/direct_vola,Demo code for direct Black-Scholes implied-volatility calculation from normalized call prices via the inverse-Gaussian quantile representation.,True,False,False,False,wol-fi/direct_vola
TradeMux Snippets,Python,Python,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-10-18,1,https://github.com/KVignesh122/trademux-examples,Code snippets for Metatrader (MT5) forex/CFD trading and data retrieval via trademux API client.,True,False,False,False,KVignesh122/trademux-examples
-EPSILON,Python,Python,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-10-19,204,https://epsilonfield.space/,Open-source backtesting simulator with a 25-minute Assumption Clinic worksheet that teaches students to inspect backtest assumptions using published failed cases. [GitHub](https://github.com/DresdenGman/EPSILON-trading-simulator),True,False,False,False,DresdenGman/EPSILON-trading-simulator
-Korea Stock Data,Data,Data,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-09-22,7,https://aikstockdata.com/,"Free Korean equity settled closes with 250 trading days of per-stock history, DART filings and earnings as JSON/CSV, without signup, an API key or request quotas. [GitHub](https://github.com/na77tech-creator/aikstockdata)",True,False,False,True,na77tech-creator/aikstockdata
-Korean Market Data,Data,Data,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-10-20,0,https://kexportstars.com/tools/,"Free Korean investor-flow and sector-index datasets in English CSV/JSON, updated each trading day under CC BY 4.0 without signup. [GitHub](https://github.com/james-brand/korea-market-data)",True,False,False,True,james-brand/korea-market-data
-CoinPaprika,Python,Python,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-08-06,34,https://coinpaprika.com/api/,"Cryptocurrency market data API with 20,000 free calls per month for personal use, including one year of daily price history, without an API key. [GitHub](https://github.com/coinpaprika/coinpaprika-api-python-client)",True,False,False,True,coinpaprika/coinpaprika-api-python-client
-FillBench,,,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-10-19,0,https://fillbench.com,"Free crypto-exchange API latency benchmarks with p50/p95/p99 measurements, separate TLS timing and downloadable CC BY datasets. [GitHub](https://github.com/sircharli3/fillbench-data)",True,False,False,True,sircharli3/fillbench-data
-DexPaprika,Python,Python,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-10-16,26,https://dexpaprika.com/,"DEX pool, token and OHLCV data API with 50,000 free monthly credits without signup and up to 60-second data delays. [GitHub](https://github.com/coinpaprika/dexpaprika-sdk-python)",True,False,False,True,coinpaprika/dexpaprika-sdk-python
+EPSILON,Python,Python,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-10-20,204,https://epsilonfield.space/,Open-source backtesting simulator with a 25-minute Assumption Clinic worksheet that teaches students to inspect backtest assumptions using published failed cases. [GitHub](https://github.com/DresdenGman/EPSILON-trading-simulator),True,False,False,False,DresdenGman/EPSILON-trading-simulator
+Korea Stock Data,Data,Data,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,error,0,https://aikstockdata.com/,"Free Korean equity settled closes with 250 trading days of per-stock history, DART filings and earnings as JSON/CSV, without signup, an API key or request quotas. [GitHub](https://github.com/na77tech-creator/aikstockdata)",True,False,False,True,na77tech-creator/aikstockdata
+Korean Market Data,Data,Data,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-10-21,0,https://kexportstars.com/tools/,"Free Korean investor-flow and sector-index datasets in English CSV/JSON, updated each trading day under CC BY 4.0 without signup. [GitHub](https://github.com/james-brand/korea-market-data)",True,False,False,True,james-brand/korea-market-data
+CoinPaprika,Python,Python,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-08-06,35,https://coinpaprika.com/api/,"Cryptocurrency market data API with 20,000 free calls per month for personal use, including one year of daily price history, without an API key. [GitHub](https://github.com/coinpaprika/coinpaprika-api-python-client)",True,False,False,True,coinpaprika/coinpaprika-api-python-client
+FillBench,,,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-10-20,0,https://fillbench.com,"Free crypto-exchange API latency benchmarks with p50/p95/p99 measurements, separate TLS timing and downloadable CC BY datasets. [GitHub](https://github.com/sircharli3/fillbench-data)",True,False,False,True,sircharli3/fillbench-data
+DexPaprika,Python,Python,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-10-16,27,https://dexpaprika.com/,"DEX pool, token and OHLCV data API with 50,000 free monthly credits without signup and up to 60-second data delays. [GitHub](https://github.com/coinpaprika/dexpaprika-sdk-python)",True,False,False,True,coinpaprika/dexpaprika-sdk-python
Tradevo Data,Python,Python,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-09-24,4,https://tradevodata.com,"Point-in-time US equity fundamentals from SEC EDGAR with filing dates and restatement flags; free API access includes 250 requests per day without a credit card, and a 40-company CC0 annual dataset is available without signup. [GitHub](https://github.com/christianpichichero-max/pit-fundamentals)",True,False,False,True,christianpichichero-max/pit-fundamentals
-Massive,,,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-10-16,1523,https://massive.com/,"Financial market data API with a permanent free personal-use tier offering two years of US stock history, end-of-day prices, and reference data at five requests per minute, with no credit card required. [GitHub](https://github.com/massive-com/client-python)",True,False,False,True,massive-com/client-python
+Massive,,,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-10-20,1523,https://massive.com/,"Financial market data API with a permanent free personal-use tier offering two years of US stock history, end-of-day prices, and reference data at five requests per minute, with no credit card required. [GitHub](https://github.com/massive-com/client-python)",True,False,False,True,massive-com/client-python
SimpleFunctions,REST,"REST,CLI,MCP",Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,,0,https://simplefunctions.dev/,"Hosted Kalshi and Polymarket data and analysis service with a free tier of 1,000 requests/month and 60 requests/minute, without payment information.",False,False,False,True,
Trends MCP,MCP,"MCP,REST",Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-08-29,44,https://www.trendsmcp.ai/,"Search, social, commerce, and news-sentiment data for alternative-data research, with a permanent free tier of 100 requests/month, 90 days of history, and top-10 trend boards delayed 24 hours. [GitHub](https://github.com/trendsmcp-ai/Trends-MCP)",True,False,False,True,trendsmcp-ai/Trends-MCP
AxionQuant,,,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,,0,https://axionquant.com,"Financial data API for quantitative research, with a permanent free tier of 1,000 monthly API calls and one year of historical data, without a credit card. [PyPI](https://pypi.org/project/axionquant-sdk/)",False,False,False,True,
@@ -707,7 +707,7 @@ AlphaAssay,REST,REST,Commercial & Proprietary Services,Commercial & Proprietary
Market Posture Daily,,,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,,0,https://marketpd.com,"Daily trend, momentum, correlation and risk analytics with a permanently free stock and ETF terminal, while API exports and cointegration screening require paid access.",False,False,False,True,
Quant Data,Data,Data,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-08-18,1,https://quantdata.uk/mcp,"Market statistics and options-positioning analytics with free public max-pain and GEX pages and 10 API calls per UTC day using an email-only key, without payment information. [GitHub](https://github.com/celineycn/quantdata-plugin)",True,False,False,True,celineycn/quantdata-plugin
FirmTape,Data,"Data,MCP",Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,,0,https://firmtape.com,"SPX dealer-positioning analytics with a permanently free historical session archive without an account, plus paid live data and backtesting.",False,False,False,True,
-AtlasYield,,,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-10-20,0,https://atlasyield.club,"DeFi vault scores across 16 factors, with a free read-only API requiring no signup and limited to 60 requests per minute per IP. [GitHub](https://github.com/gveshk/atlasyield-score-history)",True,False,False,True,gveshk/atlasyield-score-history
+AtlasYield,,,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-10-21,0,https://atlasyield.club,"DeFi vault scores across 16 factors, with a free read-only API requiring no signup and limited to 60 requests per minute per IP. [GitHub](https://github.com/gveshk/atlasyield-score-history)",True,False,False,True,gveshk/atlasyield-score-history
Katana,,,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,,0,https://katanascreener.com,"Free Japan stock screener built on EDINET filings. 160+ fundamentals, custom formula metrics, Graham/Piotroski/Kiyohara presets. No sign-up.",False,False,False,True,
Disclosed Capitol,,,Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,,0,https://www.disclosedcapitol.com/trades,"Free congressional trade disclosures, politician profiles and performance statistics, with paid API access beyond one-time starter credits.",False,False,False,True,
Wealthville,REST,"REST,MCP",Commercial & Proprietary Services,Commercial & Proprietary Services,commercial-proprietary-services,2026-07-28,0,https://wealthville.net,"DeFi liquidity-pool scores and outcome-labeled signals through a free keyless API limited to 60 requests per minute per IP, with attribution required. [GitHub](https://github.com/amitesh-m/wealthville-integrations)",True,False,False,True,amitesh-m/wealthville-integrations
@@ -735,7 +735,7 @@ pipeline-live,Python,"Python,Historical",Historical & Archived Projects,Historic
pybacktest,Python,"Python,Historical",Historical & Archived Projects,Historical & Archived Projects,historical-archived-projects,2019-09-09,825,https://github.com/ematvey/pybacktest,Unmaintained vectorized pandas backtesting framework retained as an early research-oriented design.,True,False,False,False,ematvey/pybacktest
xlwt,Python,"Python,Historical",Historical & Archived Projects,Historical & Archived Projects,historical-archived-projects,2018-09-16,1044,https://github.com/python-excel/xlwt,Archived Excel writer retained for studying legacy BIFF/XLS workbook encoding used in spreadsheet-based financial workflows.,True,False,False,False,python-excel/xlwt
pytdx,Python,"Python,Historical",Historical & Archived Projects,Historical & Archived Projects,historical-archived-projects,2020-04-15,1552,https://github.com/rainx/pytdx,Archived [protocol implementation](https://github.com/rainx/pytdx/tree/master) retained for studying TongDaXin binary market-data protocols and local quotation-file formats.,True,False,False,False,rainx/pytdx
-TuneTA,Python,"Python,Historical",Historical & Archived Projects,Historical & Archived Projects,historical-archived-projects,2023-10-13,462,https://github.com/jmrichardson/tuneta,"Archived research implementation of technical-indicator selection using distance correlation, clustered parameter tuning, and feature pruning.",True,False,False,False,jmrichardson/tuneta
+TuneTA,Python,"Python,Historical",Historical & Archived Projects,Historical & Archived Projects,historical-archived-projects,2023-10-13,463,https://github.com/jmrichardson/tuneta,"Archived research implementation of technical-indicator selection using distance correlation, clustered parameter tuning, and feature pruning.",True,False,False,False,jmrichardson/tuneta
dynts,Python,"Python,Historical",Historical & Archived Projects,Historical & Archived Projects,historical-archived-projects,2016-11-02,87,https://github.com/quantmind/dynts,Archived reference implementation of a financial time-series expression language with NumPy and R backends.,True,False,False,False,quantmind/dynts
GetHFData,R,"R,Historical",Historical & Archived Projects,Historical & Archived Projects,historical-archived-projects,2020-06-30,41,https://github.com/msperlin/GetHFData,Archived reference implementation for parsing and aggregating local Bovespa tick and order files after public FTP access ended.,True,False,False,False,msperlin/GetHFData
Rbitcoin,R,"R,Historical",Historical & Archived Projects,Historical & Archived Projects,historical-archived-projects,2016-10-25,57,https://github.com/jangorecki/Rbitcoin,"Archived toolkit retained as an early reference for cryptocurrency wallet valuation, cross-currency conversion, and historical balance tracking.",True,False,False,False,jangorecki/Rbitcoin