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Move hosted market-data services to Commercial with free access limits (#685)
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@@ -481,7 +481,6 @@ A curated list of insanely awesome libraries, packages and resources for Quants
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- [pdblp](https://github.com/matthewgilbert/pdblp) - `Python` - A simple interface to integrate pandas and the Bloomberg Open API.
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- [BloombergFetch](https://github.com/ArturSepp/BloombergFetch) - `Python` - Bloomberg Desktop API data (prices, implied volatilities, fundamentals) as pandas DataFrames via blpapi.
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- [tiingo](https://github.com/hydrosquall/tiingo-python) - `Python` - Python interface for daily composite prices/OHLC/Volume + Real-time News Feeds, powered by the Tiingo Data Platform.
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- [finlight](https://finlight.me) - `Python` `TypeScript` - Real-time financial and geopolitical news API with sentiment analysis and entity tagging over REST and WebSocket. [GitHub](https://github.com/jubeiargh/finlight-client-py)
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- [metatrader5](https://pypi.org/project/metatrader5/) - `Python` - API Connector to MetaTrader 5 Terminal. (Last updated: 2026-02-20).
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- [akshare](https://github.com/akfamily/akshare) - `Python` - AkShare is an elegant and simple financial data interface library for Python, built for human beings! <https://akshare.readthedocs.io>.
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- [yahooquery](https://github.com/dpguthrie/yahooquery) - `Python` - Python interface for retrieving data through unofficial Yahoo Finance API.
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@@ -494,7 +493,6 @@ A curated list of insanely awesome libraries, packages and resources for Quants
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- [FinanceDataReader](https://github.com/FinanceData/FinanceDataReader) - `Python` - Open Source Financial data reader for U.S, Korean, Japanese, Chinese, Vietnamese Stocks.
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- [pystlouisfed](https://github.com/TomasKoutek/pystlouisfed) - `Python` - Python client for Federal Reserve Bank of St. Louis API - FRED, ALFRED, GeoFRED and FRASER.
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- [python-bcb](https://github.com/wilsonfreitas/python-bcb) - `Python` - Python interface to Brazilian Central Bank web services.
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- [Dados B3](https://dadosb3.com) - `REST/MCP` - Fundamental data API for Brazilian listed companies and real-estate funds (FIIs) on B3: ROIC, ROE, margins, point-in-time multiples, FII P/BV and dividend yield, public methodology, free tier.
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- [swiss-finance-data](https://github.com/EMen11/swiss-finance-data) - `Python` - Python package for Swiss financial data (SNB Policy Rate, SARON, CHF FX rates, CPI, SMI equities, Confederation bond yields) from official SNB sources.
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- [market-prices](https://github.com/maread99/market_prices) - `Python` - Create meaningful OHLCV datasets from knowledge of [exchange-calendars](https://github.com/gerrymanoim/exchange_calendars) (works out-the-box with data from Yahoo Finance).
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- [tardis-python](https://github.com/tardis-dev/tardis-python) - `Python` - Python interface for Tardis.dev high frequency crypto market data.
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@@ -536,12 +534,8 @@ A curated list of insanely awesome libraries, packages and resources for Quants
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- [MarketData.jl](https://github.com/JuliaQuant/MarketData.jl) - `Julia` - Time series market data.
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- [OnlineResamplers.jl](https://github.com/femtotrader/OnlineResamplers.jl) - `Julia` - High-performance Julia package for real-time resampling of financial market data.
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- [PENDAX](https://github.com/CompendiumFi/PENDAX-SDK) - `JavaScript` - Javascript SDK for Trading/Data API and Websockets for FTX, FTXUS, OKX, Bybit, & More.
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- [PreReason](https://github.com/PreReason/mcp) - `JavaScript` - Pre-analyzed Bitcoin and macro market briefings for AI agents. 17 contexts with trend signals, confidence scores, and regime classification via REST API and MCP.
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- [fin-stream](https://github.com/Mattbusel/fin-stream) - `Rust` - 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.
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- [finalytics](https://github.com/Nnamdi-sys/finalytics) - `Rust` - A rust library for financial data analysis.
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- [Factor Weave](https://factorweave.com/) - `Python` `TypeScript` `R` - Factor scores, similarity search, and leak-free + survivor-free forward-return labels across equities, ETFs, indices, FX, crypto, and futures; REST + MCP, Python/TypeScript/R SDKs, free tier. [GitHub](https://github.com/Blazing-Customs/factorweave-tools)
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- [Backtesting Arena](https://tradingstrategies.work/api) - `TypeScript` - REST + MCP API for point-in-time Bitcoin cycle scoring, 22 on-chain series since 2009 (MVRV, NUPL, SOPR, Mayer, Puell), macro-regime composites and look-ahead-aware backtest validation with Deflated-Sharpe-Ratio correction across crypto, stocks, ETFs, commodities and forex. Free tier. [GitHub](https://github.com/Schoasch/skill-backtesting-arena)
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- [EarningsCall](https://github.com/EarningsCall/earningscall-python) - `Python` - REST API and Python/JavaScript SDK for earnings call transcripts, audio files, and slide decks for 9,000+ public companies. Includes speaker-level data, Q&A segmentation, and earnings calendar.
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- [Korean Market Data](https://github.com/james-brand/korea-market-data) - `Data` - Daily foreign and institutional net flows for every KOSPI/KOSDAQ common stock plus all 44 KRX sector indices with returns and excess return vs market, in English CSV/JSON under CC BY 4.0 with a Zenodo DOI, rebuilt each trading day.
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- [AgentServices](https://github.com/vbkotecha/agentservices-api) - `Python` - API server for crypto and market data with technical indicators, on-chain analytics, and MCP access; includes x402 payment support for hosted endpoints.
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- [The Stall](https://github.com/thebrierfox/the-stall) - `JavaScript` `MCP` - Self-hostable data and analytics service with equity technical indicators, multi-chain portfolio valuation, market-data adapters, and MCP interfaces.
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@@ -756,6 +750,13 @@ A curated list of insanely awesome libraries, packages and resources for Quants
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- [EIDEX](https://eidex.io/screener) - Cross-chain swap and bridge route comparison that queries exchange providers for a given pair and amount and ranks the routes by output, with rate, fees, ETA and price impact per route; free to use with no account, no API key and no added fee. [Docs](https://eidex.io/docs)
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- [CoinBeacon](https://coinbeacon.io) - Cryptocurrency market alerts, screeners, and funding-rate, liquidation, and chart-pattern boards, with a permanent free tier of five active alerts and ten notifications per day without a credit card; public research boards require no account.
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- [finlight](https://finlight.me) - `Python` `TypeScript` - Financial and geopolitical news API with a permanent free REST tier of 5,000 requests per month, a 12-hour delay and one month of history, without a credit card. [GitHub](https://github.com/jubeiargh/finlight-client-py)
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- [Dados B3](https://dadosb3.com) - `REST/MCP` - Brazilian company and real-estate fund fundamentals with public calculation methodology and a permanent free API tier of 200 requests per day without a credit card.
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- [PreReason](https://www.prereason.com) - `JavaScript` - Bitcoin and macroeconomic market briefings through REST and MCP, with a permanent free tier of six briefings, 30-day history, 60 requests per hour and 500 per day, without a credit card. [GitHub](https://github.com/PreReason/mcp)
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- [Factor Weave](https://factorweave.com/) - `Python` `TypeScript` `R` - Factor data and cosine-similarity screening with a permanent free API tier of 250 calls per day, daily factor rankings and market-context snapshots, without a credit card. [GitHub](https://github.com/Blazing-Customs/factorweave-tools)
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- [Backtesting Arena](https://tradingstrategies.work/api) - `TypeScript` - Bitcoin cycle scores and market-state indicators through four free public API endpoints requiring no account or key, with responses cached for 5–60 minutes. [GitHub](https://github.com/Schoasch/skill-backtesting-arena)
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- [EarningsCall](https://earningscall.biz) - `Python` - Public earnings-call transcripts and an earnings calendar readable without an account, with paid API access for programmatic transcripts, audio and slide decks. [GitHub](https://github.com/EarningsCall/earningscall-python)
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## Historical & Archived Projects
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- [fooltrader](https://github.com/foolcage/fooltrader) - `Python` `Historical` - Archived big-data quantitative-analysis and trading system retained as an early unified market-data and backtesting framework.
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