docs(world-intel): update README and CLAUDE.md for 101 tools
This commit is contained in:
Marc Shade
@@ -4,7 +4,7 @@ This file provides guidance to Claude Code (claude.ai/code) when working with co
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## What This Is
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World Intelligence MCP Server — 89 tools across 30+ domains providing real-time global intelligence from free public APIs. Serves three interfaces: MCP stdio (for Claude Code/Cursor), a live Starlette dashboard with SSE, and a Click CLI with Rich output. Python 3.11+, built with hatchling.
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World Intelligence MCP Server — 101 tools across 30+ domains providing real-time global intelligence from free public APIs. Serves three interfaces: MCP stdio (for Claude Code/Cursor), a live Starlette dashboard with SSE, and a Click CLI with Rich output. Python 3.11+, built with hatchling.
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## Commands
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@@ -6,9 +6,9 @@
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[](https://python.org)
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[](LICENSE)
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Real-time global intelligence across **27 domains** with **68 MCP tools**, a live ops-center dashboard, CLI reports, and per-source circuit breakers. All data comes from free, public APIs — no paid subscriptions required.
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Real-time global intelligence across **30+ domains** with **101 MCP tools**, a live ops-center dashboard, and a CLI. All data comes from free, public APIs — no paid subscriptions required.
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> **Successor to threat-intel-mcp.** This project evolved from a focused threat intelligence server into a comprehensive world intelligence platform covering markets, geopolitics, climate, military, space weather, AI research, and more.
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Built for AI agents that need world awareness: market conditions, geopolitical risk, military posture, supply chain disruptions, cyber threats, and more — all queryable via the Model Context Protocol.
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---
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@@ -16,36 +16,44 @@ Real-time global intelligence across **27 domains** with **68 MCP tools**, a liv
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| Domain | Tools | Data Sources |
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|--------|-------|-------------|
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| **Financial Markets** | 7 | Yahoo Finance, CoinGecko, Polymarket |
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| **Financial Markets** | 7 | Yahoo Finance, CoinGecko, Alternative.me, Mempool |
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| **Forex & Currency** | 3 | ECB/Frankfurter (8 major pairs, timeseries, cross rates) |
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| **Bonds & Yields** | 2 | FRED, Yahoo Finance (yield curve, bond ETFs, spread analysis) |
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| **Earnings** | 2 | Yahoo Finance (mega-cap calendar, surprise history) |
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| **SEC Filings** | 3 | SEC EDGAR (full-text search, company filings, 8-K material events) |
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| **Company Enrichment** | 1 | Yahoo Finance + GDELT + SEC + GitHub (composite profile) |
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| **Macro Composite** | 1 | Weighted 6-signal market verdict (Fear&Greed, VIX, sectors, DXY, BTC, yields) |
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| **Economic Indicators** | 3 | EIA energy, FRED macro, World Bank |
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| **Seismology** | 1 | USGS earthquake feeds |
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| **Wildfires** | 1 | NASA FIRMS satellite hotspots |
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| **Conflict & Security** | 4 | ACLED events, UCDP armed conflict, unrest detection |
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| **Military & Defense** | 5 | adsb.lol, OpenSky Network, hexdb.io, surge detection |
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| **Infrastructure** | 4 | Cloudflare Radar, submarine cables, cascade analysis, cloud service status |
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| **Central Banks** | 1 | 8 central bank policy rates |
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| **Natural Disasters** | 2 | USGS earthquakes, NASA FIRMS wildfires |
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| **Environmental** | 2 | NASA EONET, GDACS disaster alerts |
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| **Conflict & Security** | 4 | ACLED events, UCDP, unrest detection, humanitarian data |
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| **Military & Defense** | 6 | adsb.lol, OpenSky, hexdb.io, surge detection, theater posture, aircraft batch |
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| **Infrastructure** | 4 | Cloudflare Radar, submarine cables, cascade analysis, cloud status |
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| **Maritime** | 2 | NGA navigation warnings, vessel snapshots |
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| **Geospatial Datasets** | 4 | 70 military bases, 40 ports, 24 pipelines, 24 nuclear facilities |
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| **Climate** | 1 | Open-Meteo climate anomalies |
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| **News & Media** | 3 | 80+ RSS feeds (4-tier), GDELT, trending keywords |
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| **Intelligence Analysis** | 8 | Signal convergence, focal points, instability index, risk scores, escalation, surge detection |
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| **Intelligence Analysis** | 8 | Signal convergence, focal points, instability index, risk scores, escalation |
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| **Prediction Markets** | 1 | Polymarket event contracts |
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| **Displacement** | 1 | UNHCR refugee/IDP data |
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| **Aviation** | 1 | FAA airport delays |
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| **Aviation** | 3 | FAA airport delays, domestic flight snapshot, aircraft batch lookup |
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| **Cyber Threats** | 1 | URLhaus, Feodotracker, CISA KEV, SANS |
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| **Space Weather** | 1 | NOAA SWPC (Kp index, solar flares, alerts) |
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| **AI/AGI Watch** | 1 | arXiv cs.AI/LG/CL, HuggingFace, newsletters |
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| **AI/AGI Watch** | 1 | arXiv cs.AI/LG/CL, HuggingFace, AI lab tracking |
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| **Health** | 1 | WHO DON, ProMED, CIDRAP disease outbreaks |
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| **Sanctions** | 1 | US Treasury OFAC SDN list |
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| **Elections** | 1 | Global election calendar with risk scoring |
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| **Shipping** | 1 | Dry bulk ETFs, shipping stress index |
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| **Shipping** | 1 | Dry bulk shipping stress index |
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| **Social** | 1 | Reddit geopolitical discussion velocity |
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| **Nuclear** | 1 | USGS seismics near 5 nuclear test sites |
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| **Reports** | 3 | Daily brief, country dossier, threat landscape |
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| **Cross-Domain Analysis** | 2 | Alert digest, weekly trends |
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| **Nuclear** | 1 | USGS seismic monitoring near nuclear test sites |
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| **Tech** | 3 | Hacker News, GitHub trending repos, arXiv papers |
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| **Government** | 1 | USAspending.gov federal contracts |
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| **Geospatial** | 10 | Military bases, ports, pipelines, nuclear facilities, cables, datacenters, spaceports, minerals, exchanges, trade routes, cloud regions, financial centers |
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| **NLP Intelligence** | 4 | Entity extraction, event classification, news clustering, keyword spikes |
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| **Strategic Synthesis** | 4 | Strategic posture, world brief, fleet report, population exposure |
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| **Cross-Domain** | 2 | Alert digest, weekly trends |
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**Total: 68 tools** across 27 intelligence domains.
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**Total: 101 tools** across 30+ intelligence domains.
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---
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@@ -54,85 +62,50 @@ Real-time global intelligence across **27 domains** with **68 MCP tools**, a liv
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### Install
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```bash
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# Clone
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git clone https://github.com/marc-shade/world-intel-mcp.git
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cd world-intel-mcp
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# Install (Python 3.11+)
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pip install -e .
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# With dashboard support
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pip install -e ".[dashboard]"
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# With dev/test tools
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pip install -e ".[dev]"
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# Optional extras
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pip install -e ".[dashboard]" # Live ops-center dashboard
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pip install -e ".[dev]" # pytest, respx, coverage
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```
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### Run as MCP Server
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```bash
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# stdio mode (for Claude Code, Cursor, etc.)
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world-intel-mcp
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world-intel-mcp # stdio mode for Claude Code, Cursor, etc.
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```
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### Claude Code Configuration
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Add to your `~/.claude.json`:
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Add to `~/.claude.json`:
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```json
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{
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"mcpServers": {
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"world-intel-mcp": {
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"command": "world-intel-mcp",
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"env": {}
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"command": "world-intel-mcp"
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}
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}
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}
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```
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Or if installed in a virtualenv:
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```json
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{
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"mcpServers": {
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"world-intel-mcp": {
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"command": "/path/to/venv/bin/world-intel-mcp",
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"env": {}
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}
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}
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}
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```
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### Run the Live Dashboard
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### Dashboard
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```bash
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# Start the ops-center dashboard (default: http://localhost:8501)
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intel-dashboard
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# Custom port
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intel-dashboard --port 9000
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intel-dashboard # http://localhost:8501
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intel-dashboard --port 9000 # custom port
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```
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The dashboard is a map-first ops center with:
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- Full-viewport Leaflet map with 7 toggle-able layers (quakes, military, conflict, fires, convergence, nuclear, infrastructure)
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- 35+ live data feeds streaming via SSE (30-second refresh)
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- 12 expandable drawer sections (alerts, markets, security, intelligence, AI watch, health, elections, shipping, social, nuclear, trends, infrastructure)
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- HUD bar with real-time pills (quakes, aircraft, conflict zones, cyber IOCs, fires, displaced persons, Kp index, AI papers, alerts, shipping stress, outbreaks, services)
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- Modal detail system — all external links open in-app, all data items expand to rich detail views
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- Glassmorphic floating panels with dark-mode styling
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- Per-source circuit breaker health monitoring
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Map-first ops center: Leaflet map with toggle-able layers (quakes, military, conflict, fires, convergence, nuclear, infrastructure), 35+ live SSE feeds, HUD bar, glassmorphic panels, per-source circuit breaker health.
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### CLI Reports
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### CLI
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```bash
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# Daily intelligence brief
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intel daily-brief
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# Country dossier
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intel country-dossier --country "Ukraine"
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# Threat landscape overview
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intel threat-landscape
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intel markets # stock indices
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intel earthquakes --min-mag 5.0
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intel status # cache + circuit breaker health
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```
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---
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@@ -140,253 +113,209 @@ intel threat-landscape
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## Architecture
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```
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src/world_intel_mcp/
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server.py # MCP server (stdio) — 64 tool definitions
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fetcher.py # Async HTTP client with retries, stale-data fallback
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cache.py # SQLite TTL cache with stale-data recovery
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circuit_breaker.py # Per-source circuit breakers (3 failures -> 5min cooldown)
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cli.py # Click CLI for reports
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sources/ # One module per intelligence domain (25 modules)
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markets.py # Stock indices, crypto, stablecoins, ETFs, sectors, commodities
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economic.py # Energy prices, FRED macro, World Bank indicators
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seismology.py # USGS earthquakes
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wildfire.py # NASA FIRMS satellite fire hotspots (9 global regions)
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conflict.py # ACLED, UCDP armed conflict events
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military.py # adsb.lol + OpenSky military flights, aircraft details
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infrastructure.py # Internet outages, submarine cable health, cloud service status
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maritime.py # NGA navigation warnings, vessel snapshots
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climate.py # Open-Meteo climate anomalies by zone
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news.py # 80+ RSS feeds with per-feed circuit breakers, 4-tier source ranking
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intelligence.py # GDELT, country briefs, signal convergence, risk scores
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prediction.py # Polymarket prediction markets
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displacement.py # UNHCR refugee/IDP statistics
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aviation.py # FAA airport delays
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cyber.py # URLhaus, Feodotracker, CISA KEV, SANS
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space_weather.py # NOAA SWPC: Kp index, solar flares, alerts
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ai_watch.py # arXiv AI papers, HuggingFace, lab trending
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health.py # WHO DON, ProMED, CIDRAP disease outbreaks
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sanctions.py # US Treasury OFAC SDN list search
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elections.py # Global election calendar with proximity risk scoring
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shipping.py # Dry bulk shipping stress index (BDRY, SBLK, EGLE, ZIM)
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social.py # Reddit geopolitical discussion velocity
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nuclear.py # USGS seismic monitoring near 5 nuclear test sites
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geospatial.py # Query wrappers for static geospatial datasets
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service_status.py # Cloudflare, AWS, Azure, GCP service health
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fleet.py # Naval fleet activity report
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analysis/ # Cross-domain analysis + NLP + strategic synthesis
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signals.py # Signal convergence detection
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instability.py # Country instability index (CII v2)
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focal_points.py # Multi-signal focal point detection
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temporal.py # Temporal anomaly detection with SQLite baselines
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alerts.py # Cross-domain alert digest + weekly trends
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escalation.py # Dynamic hotspot escalation scoring
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surge.py # Military surge anomaly detection
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cascade.py # Infrastructure cascade simulation
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entities.py # Named entity extraction (countries, leaders, orgs, CVEs, APTs)
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classifier.py # Keyword-based event threat classification (14 categories)
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clustering.py # Jaccard similarity news topic clustering
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spikes.py # Keyword spike detection with Welford's algorithm
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posture.py # Strategic posture — composite 9-domain risk assessment
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world_brief.py # Structured daily intelligence summary
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exposure.py # Population exposure near active events
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config/ # Static configuration data
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countries.py # 22 intel hotspots, election calendar, nuclear test sites
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geospatial.py # 70 military bases, 40 ports, 24 pipelines, 24 nuclear facilities
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entities.py # 28 leaders, 41 orgs, 25 companies, 36 APT groups
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population.py # 105 major cities (pop >2M) for exposure analysis
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reports/ # Report generation
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generator.py # Report orchestrator
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markdown_report.py # Markdown output
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html_report.py # HTML output (Jinja2 templates)
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templates/ # HTML report templates
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dashboard/ # Live ops-center dashboard
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app.py # Starlette app with SSE streaming (35+ feeds)
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index.html # Map-first dashboard UI (14 map layers, 20+ drawer sections)
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tests/ # Test suite
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conftest.py # Shared fixtures (mock fetcher, circuit breaker)
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test_sources.py # Source module tests
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test_cache.py # Cache TTL tests
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test_analysis.py # Analysis engine tests
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server.py (MCP stdio) ─┐
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cli.py (Click CLI) ├─> sources/*.py ─> Fetcher ─> CircuitBreaker ─> Cache (SQLite)
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dashboard/app.py (SSE) ─┘ analysis/*.py │
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~/.cache/world-intel-mcp/cache.db
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```
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### Circuit Breakers
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Every external API call goes through a circuit breaker. After 3 consecutive failures, the source is "tripped" for 5 minutes, preventing cascading timeouts. Each RSS feed gets its own breaker (e.g., `rss:bbc_world`, `rss:ars_technica`), so a single broken feed doesn't kill all news.
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### Data Flow
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```
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External APIs -> Fetcher (httpx + retries) -> Circuit Breaker -> Cache (TTL) -> MCP Tool Response
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-> Dashboard (SSE)
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-> CLI Report
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```
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- **Fetcher**: Centralized async HTTP client (httpx). Retries, per-source rate limiting, stale-data fallback.
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- **CircuitBreaker**: Per-source tracking. 3 consecutive failures trips for 5 minutes. Each RSS feed gets its own breaker.
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- **Cache**: SQLite WAL-mode TTL cache. `get()` returns live data, `get_stale()` returns expired data for fallback.
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- **Sources** (`sources/*.py`): 30+ modules, each exports `async def fetch_*(fetcher, **kwargs) -> dict`.
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- **Analysis** (`analysis/*.py`): Cross-domain synthesis — signal aggregation, instability indexing, NLP, company enrichment, macro composite.
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- **Config** (`config/*.py`): Curated datasets — 22 hotspots, 70+ bases, 40 ports, 24 pipelines, 24 nuclear facilities, 34 cables, 48 datacenters, 27 spaceports, 82 exchanges.
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---
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## MCP Tools Reference
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### Financial Markets (7 tools)
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### Financial Markets (7)
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| Tool | Description |
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|------|-------------|
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| `intel_market_quotes` | Stock index quotes (S&P 500, Dow, Nasdaq, FTSE, Nikkei) |
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| `intel_crypto_quotes` | Top crypto prices and market caps from CoinGecko |
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| `intel_stablecoin_status` | Stablecoin peg health (USDT, USDC, DAI, FDUSD) |
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| `intel_etf_flows` | Bitcoin spot ETF prices and volumes (IBIT, FBTC, GBTC, ARKB) |
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| `intel_sector_heatmap` | US equity sector performance (11 SPDR sector ETFs) |
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| `intel_macro_signals` | Macro indicators (Fear & Greed, VIX, DXY, gold, 10Y, BTC mempool) |
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| `intel_commodity_quotes` | Commodity futures (gold, silver, crude oil, natural gas) |
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| `intel_etf_flows` | Bitcoin spot ETF prices and volumes |
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| `intel_sector_heatmap` | US equity sector performance (11 SPDR ETFs) |
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| `intel_macro_signals` | 7 macro indicators (Fear & Greed, VIX, DXY, gold, 10Y, BTC) |
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| `intel_commodity_quotes` | Commodity futures (gold, silver, crude, natgas, grains) |
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### Economic (3 tools)
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### Forex & Currency (3)
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| Tool | Description |
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|------|-------------|
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| `intel_forex_rates` | Latest FX rates from ECB. Filter by base/target currencies |
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| `intel_forex_timeseries` | Historical FX rate with trend analysis (configurable days) |
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| `intel_major_crosses` | All 8 major pairs + cross rates + DXY proxy |
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### Bonds & Yields (2)
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| Tool | Description |
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|------|-------------|
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| `intel_yield_curve` | US Treasury yield curve (2Y-30Y), 2s10s/3m10y spreads, inversion flag |
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| `intel_bond_indices` | Bond ETFs: AGG, TLT, HYG, LQD, TIP with price/change |
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### Earnings (2)
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| Tool | Description |
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|------|-------------|
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| `intel_earnings_calendar` | Upcoming earnings for 20 mega-cap stocks with EPS estimates |
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| `intel_earnings_surprise` | Historical earnings surprise (actual vs estimate, trend) |
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### SEC Filings (3)
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| Tool | Description |
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|------|-------------|
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| `intel_sec_filings` | Full-text search across all EDGAR filings |
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| `intel_company_filings` | Company filings by ticker (10-K, 10-Q, 8-K) with CIK resolution |
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| `intel_recent_8k` | Latest 8-K material events (M&A, exec changes, earnings) |
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### Company Enrichment (1)
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| Tool | Description |
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|------|-------------|
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| `intel_company_profile` | Composite profile: stock quote + financials + news + SEC + GitHub |
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### Macro Composite (1)
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| Tool | Description |
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|------|-------------|
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| `intel_macro_composite` | Weighted market score (0-100) with verdict: RISK_ON to STRONG_CAUTION |
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### Economic (3)
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| Tool | Description |
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|------|-------------|
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| `intel_energy_prices` | Brent/WTI crude oil and natural gas from EIA |
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| `intel_fred_series` | FRED economic data series (GDP, CPI, unemployment, rates) |
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| `intel_fred_series` | FRED economic data (GDP, CPI, unemployment, rates) |
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| `intel_world_bank_indicators` | World Bank development indicators by country |
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### Natural Disasters (2 tools)
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### Central Banks (1)
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| Tool | Description |
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|------|-------------|
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| `intel_earthquakes` | Recent earthquakes from USGS (configurable magnitude/time) |
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| `intel_central_bank_rates` | Policy rates for 8 major central banks |
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### BTC Technicals (1)
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| Tool | Description |
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|------|-------------|
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| `intel_btc_technicals` | Bitcoin SMA 50/200, golden/death cross, Mayer Multiple |
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### Natural Disasters (2)
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| Tool | Description |
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|------|-------------|
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| `intel_earthquakes` | USGS earthquakes (configurable magnitude/time/limit) |
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| `intel_wildfires` | NASA FIRMS satellite fire hotspots (9 global regions) |
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### Security & Conflict (4 tools)
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### Environmental (2)
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| Tool | Description |
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|------|-------------|
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| `intel_acled_events` | Armed conflict events from ACLED |
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| `intel_environmental_events` | NASA EONET natural events |
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| `intel_disaster_alerts` | GDACS disaster alerts with severity scoring |
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### Conflict & Security (4)
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| Tool | Description |
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|------|-------------|
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| `intel_acled_events` | ACLED armed conflict events |
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| `intel_ucdp_events` | Uppsala Conflict Data Program events |
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| `intel_unrest_events` | Social unrest (protests + riots) with Haversine dedup |
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| `intel_cyber_threats` | Aggregated cyber intel (URLhaus, Feodotracker, CISA KEV, SANS) |
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| `intel_unrest_events` | Social unrest with Haversine dedup |
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| `intel_humanitarian_summary` | HDX humanitarian crisis datasets |
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### Military & Defense (5 tools)
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### Military & Defense (6)
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| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_military_flights` | Military aircraft via adsb.lol (fallback: OpenSky) |
|
||||
| `intel_theater_posture` | Military activity across 5 theaters (EU, Indo-Pacific, ME, Arctic, Korea) |
|
||||
| `intel_aircraft_details` | Aircraft lookup by ICAO24 hex code (hexdb.io) |
|
||||
| `intel_military_flights` | Military aircraft via adsb.lol (OpenSky fallback) |
|
||||
| `intel_theater_posture` | Activity across 5 theaters (EU, Indo-Pacific, ME, Arctic, Korea) |
|
||||
| `intel_aircraft_details` | Aircraft lookup by ICAO24 hex (hexdb.io) |
|
||||
| `intel_aircraft_batch` | Batch aircraft lookup (multiple hex codes) |
|
||||
| `intel_military_surge` | Foreign aircraft concentration anomaly detection |
|
||||
| `intel_military_bases` | Query 70 military bases from 9 operators (USA, RUS, CHN, GBR, FRA, NATO, IND, TUR, ISR) |
|
||||
| `intel_usni_fleet` | USNI News naval fleet tracker |
|
||||
|
||||
### Infrastructure (4 tools)
|
||||
### Infrastructure (4)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_internet_outages` | Cloudflare Radar internet disruptions |
|
||||
| `intel_cable_health` | Submarine cable corridor health (6 corridors) |
|
||||
| `intel_cascade_analysis` | Infrastructure cascade simulation ("what if corridor X fails?") |
|
||||
| `intel_service_status` | Cloud platform health (Cloudflare, AWS, Azure, GCP) |
|
||||
| `intel_cable_health` | Submarine cable corridor health |
|
||||
| `intel_cascade_analysis` | Infrastructure cascade simulation |
|
||||
| `intel_service_status` | Cloud platform health (AWS, Azure, GCP, Cloudflare, GitHub) |
|
||||
|
||||
### Maritime (2 tools)
|
||||
### Maritime (2)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_nav_warnings` | Maritime navigation warnings from NGA |
|
||||
| `intel_nav_warnings` | NGA maritime navigation warnings |
|
||||
| `intel_vessel_snapshot` | Naval activity at 9 strategic waterways |
|
||||
|
||||
### Geospatial Datasets (4 tools)
|
||||
### Geospatial Datasets (10)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_military_bases` | 70 military bases from 9 operators — filter by operator, country, type, branch |
|
||||
| `intel_strategic_ports` | 40 strategic ports across 6 types — filter by type, country |
|
||||
| `intel_pipelines` | 24 oil/gas/hydrogen pipelines — filter by type, status |
|
||||
| `intel_nuclear_facilities` | 24 nuclear power/enrichment/research facilities — filter by type, country, status |
|
||||
| `intel_military_bases` | 70 military bases from 9 operators |
|
||||
| `intel_strategic_ports` | 40 strategic ports across 6 types |
|
||||
| `intel_pipelines` | 24 oil/gas/hydrogen pipelines |
|
||||
| `intel_nuclear_facilities` | 24 nuclear power/enrichment/research facilities |
|
||||
| `intel_undersea_cables` | 34 submarine communications cables |
|
||||
| `intel_ai_datacenters` | 48 AI/HPC datacenters worldwide |
|
||||
| `intel_spaceports` | 27 global spaceports |
|
||||
| `intel_critical_minerals` | 27 strategic mineral deposits |
|
||||
| `intel_stock_exchanges` | 82 stock exchanges worldwide |
|
||||
| `intel_trade_routes` | Major trade routes and chokepoints |
|
||||
|
||||
### News & Media (3 tools)
|
||||
### News & Media (3)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_news_feed` | Aggregated news from 80+ global RSS feeds with 4-tier source ranking |
|
||||
| `intel_news_feed` | 80+ global RSS feeds with 4-tier source ranking |
|
||||
| `intel_trending_keywords` | Trending terms with spike detection |
|
||||
| `intel_gdelt_search` | GDELT 2.0 global news search and timelines |
|
||||
| `intel_gdelt_search` | GDELT 2.0 global news search |
|
||||
|
||||
### Geopolitical (2 tools)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_prediction_markets` | Polymarket prediction contract prices |
|
||||
| `intel_election_calendar` | Global election calendar with proximity risk scoring |
|
||||
|
||||
### Humanitarian (2 tools)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_displacement_summary` | UNHCR refugee/IDP statistics by country |
|
||||
| `intel_humanitarian_summary` | HDX humanitarian crisis datasets |
|
||||
|
||||
### Environment & Space (2 tools)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_climate_anomalies` | Temperature/precipitation anomalies (15 global zones) |
|
||||
| `intel_space_weather` | Solar activity: Kp index, X-ray flux, SWPC alerts |
|
||||
|
||||
### Health & Social (3 tools)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_disease_outbreaks` | WHO DON, ProMED, CIDRAP outbreak alerts |
|
||||
| `intel_social_signals` | Reddit geopolitical discussion velocity |
|
||||
| `intel_sanctions_search` | US Treasury OFAC SDN list search |
|
||||
|
||||
### AI/AGI Research (1 tool)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_ai_releases` | arXiv AI papers, HuggingFace models, lab tracking |
|
||||
|
||||
### Shipping & Transport (2 tools)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_shipping_index` | Dry bulk shipping stress index (BDRY, SBLK, EGLE, ZIM) |
|
||||
| `intel_airport_delays` | FAA airport delay status (20 major US airports) |
|
||||
|
||||
### Nuclear (1 tool)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_nuclear_monitor` | Seismic monitoring near 5 nuclear test sites |
|
||||
|
||||
### Intelligence Analysis (8 tools)
|
||||
### Intelligence Analysis (8)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_signal_convergence` | Geographic convergence of multi-domain signals |
|
||||
| `intel_focal_points` | Multi-signal focal point detection on entities |
|
||||
| `intel_signal_summary` | Country-level signal aggregation with convergence scoring |
|
||||
| `intel_temporal_anomalies` | Activity deviations from historical baselines |
|
||||
| `intel_instability_index` | Country Instability Index v2 (0-100, 4 weighted domains) |
|
||||
| `intel_risk_scores` | ACLED-based conflict risk scoring vs baselines |
|
||||
| `intel_hotspot_escalation` | Dynamic escalation scores for 22 intel hotspots |
|
||||
| `intel_military_surge` | Foreign aircraft concentration anomaly detection |
|
||||
| `intel_focal_points` | Multi-signal focal point detection |
|
||||
| `intel_signal_summary` | Country-level signal aggregation |
|
||||
| `intel_temporal_anomalies` | Activity deviations from baselines |
|
||||
| `intel_instability_index` | Country Instability Index v2 (0-100) |
|
||||
| `intel_risk_scores` | ACLED-based conflict risk scoring |
|
||||
| `intel_hotspot_escalation` | Escalation scores for 22 intel hotspots |
|
||||
| `intel_country_dossier` | Comprehensive country intelligence dossier |
|
||||
|
||||
### NLP Intelligence (4 tools)
|
||||
### NLP Intelligence (4)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_extract_entities` | Named entity extraction: countries, leaders, orgs, companies, CVEs, APT groups |
|
||||
| `intel_classify_event` | Event classification into 14 threat categories with severity scoring (1-10) |
|
||||
| `intel_news_clusters` | Topic clustering of news articles by Jaccard similarity with keyword extraction |
|
||||
| `intel_keyword_spikes` | Keyword spike detection against baselines with CVE/APT mention extraction |
|
||||
| `intel_extract_entities` | Named entity extraction (countries, leaders, orgs, CVEs, APTs) |
|
||||
| `intel_classify_event` | Event classification into 14 threat categories |
|
||||
| `intel_news_clusters` | Topic clustering by Jaccard similarity |
|
||||
| `intel_keyword_spikes` | Keyword spike detection with Welford's algorithm |
|
||||
|
||||
### Strategic Synthesis (4 tools)
|
||||
### Strategic Synthesis (4)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_strategic_posture` | Composite global risk from 9 weighted domains (military, political, conflict, infrastructure, economic, cyber, health, climate, space) |
|
||||
| `intel_world_brief` | Structured daily intelligence summary: risk overview, focal areas, top stories, anomalies, trending threats |
|
||||
| `intel_fleet_report` | Naval fleet activity: theater posture, waterway status, surge detections, readiness scoring |
|
||||
| `intel_population_exposure` | Population at risk near active earthquakes, wildfires, and conflict (105-city dataset, 1B pop coverage) |
|
||||
| `intel_strategic_posture` | Composite global risk from 9 weighted domains |
|
||||
| `intel_world_brief` | Structured daily intelligence summary |
|
||||
| `intel_fleet_report` | Naval fleet activity report with readiness scoring |
|
||||
| `intel_population_exposure` | Population at risk near active events (105-city dataset) |
|
||||
|
||||
### Cross-Domain Alerts (2 tools)
|
||||
### Other Domains
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_alert_digest` | Aggregated alerts from 7 intelligence sources |
|
||||
| `intel_weekly_trends` | Weekly trend analysis from temporal baselines |
|
||||
|
||||
### Reports (3 tools)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_daily_brief` | Daily intelligence briefing (HTML report) |
|
||||
| `intel_country_dossier` | Comprehensive country intelligence report |
|
||||
| `intel_threat_landscape` | Current threat landscape overview |
|
||||
|
||||
### System (2 tools)
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
| `intel_country_brief` | Quick country situation summary (Ollama LLM) |
|
||||
| `intel_prediction_markets` | Polymarket prediction contracts |
|
||||
| `intel_election_calendar` | Global election calendar with risk scoring |
|
||||
| `intel_displacement_summary` | UNHCR refugee/IDP statistics |
|
||||
| `intel_airport_delays` | FAA airport delay status |
|
||||
| `intel_aviation_domestic` | Global air traffic snapshot from OpenSky |
|
||||
| `intel_cyber_threats` | Aggregated cyber intel (URLhaus, CISA KEV, SANS) |
|
||||
| `intel_space_weather` | Solar activity (Kp index, X-ray flux, SWPC alerts) |
|
||||
| `intel_ai_releases` | arXiv AI papers, HuggingFace models |
|
||||
| `intel_disease_outbreaks` | WHO DON, ProMED, CIDRAP outbreaks |
|
||||
| `intel_social_signals` | Reddit geopolitical discussion velocity |
|
||||
| `intel_sanctions_search` | OFAC SDN list search |
|
||||
| `intel_shipping_index` | Dry bulk shipping stress index |
|
||||
| `intel_nuclear_monitor` | Seismic monitoring near nuclear test sites |
|
||||
| `intel_hacker_news` | Hacker News top stories |
|
||||
| `intel_trending_repos` | GitHub trending repositories |
|
||||
| `intel_arxiv_papers` | arXiv paper search |
|
||||
| `intel_usa_spending` | USAspending.gov federal contracts |
|
||||
| `intel_country_brief` | Quick country situation summary |
|
||||
| `intel_country_stocks` | Stock exchanges and listings by country |
|
||||
| `intel_cloud_regions` | Cloud provider regions worldwide |
|
||||
| `intel_financial_centers` | Global financial centers ranking |
|
||||
| `intel_alert_digest` | Cross-domain alert aggregation |
|
||||
| `intel_weekly_trends` | Weekly trend analysis |
|
||||
| `intel_traffic_flow` | Road traffic flow data |
|
||||
| `intel_traffic_incidents` | Real-time traffic incidents |
|
||||
| `intel_webcams` | Public webcam locations and live previews |
|
||||
| `intel_status` | Server health, cache stats, circuit breaker status |
|
||||
|
||||
---
|
||||
@@ -395,43 +324,35 @@ External APIs -> Fetcher (httpx + retries) -> Circuit Breaker -> Cache (TTL) ->
|
||||
|
||||
| Variable | Required | Description |
|
||||
|----------|----------|-------------|
|
||||
| `ACLED_ACCESS_TOKEN` | No | ACLED API token (enables conflict event data) |
|
||||
| `NASA_FIRMS_API_KEY` | No | NASA FIRMS key (enables satellite wildfire data) |
|
||||
| `EIA_API_KEY` | No | EIA key (enables energy price data) |
|
||||
| `CLOUDFLARE_API_TOKEN` | No | Cloudflare Radar (enables internet outage data) |
|
||||
| `FRED_API_KEY` | No | FRED key (enables macro economic data) |
|
||||
| `OPENSKY_CLIENT_ID` | No | OpenSky Network credentials (military flight fallback) |
|
||||
| `OPENSKY_CLIENT_SECRET` | No | OpenSky Network credentials (military flight fallback) |
|
||||
| `ACLED_ACCESS_TOKEN` | No | ACLED conflict events |
|
||||
| `NASA_FIRMS_API_KEY` | No | Satellite wildfire data |
|
||||
| `EIA_API_KEY` | No | Energy price data |
|
||||
| `CLOUDFLARE_API_TOKEN` | No | Internet outage data |
|
||||
| `FRED_API_KEY` | No | Macro economic data (also used for yield curve) |
|
||||
| `OPENSKY_CLIENT_ID` | No | Military flight fallback |
|
||||
| `OPENSKY_CLIENT_SECRET` | No | Military flight fallback |
|
||||
| `WORLD_INTEL_LOG_LEVEL` | No | Logging level (default: INFO) |
|
||||
|
||||
All other data sources (CoinGecko, USGS, adsb.lol, UCDP, NGA, FAA, Polymarket, UNHCR, NOAA SWPC, arXiv, Reddit, hexdb.io, WHO, OFAC, etc.) use free, unauthenticated public APIs.
|
||||
Everything else uses free, unauthenticated public APIs.
|
||||
|
||||
---
|
||||
|
||||
## Development
|
||||
|
||||
```bash
|
||||
# Install dev dependencies
|
||||
pip install -e ".[dev]"
|
||||
|
||||
# Run tests
|
||||
pytest
|
||||
|
||||
# Run with coverage
|
||||
pytest --cov=world_intel_mcp
|
||||
|
||||
# Type checking (if configured)
|
||||
mypy src/
|
||||
pytest # 186 tests
|
||||
pytest --cov=world_intel_mcp # with coverage
|
||||
pytest tests/test_forex.py -v # single module
|
||||
```
|
||||
|
||||
### Adding a New Source
|
||||
|
||||
1. Create `src/world_intel_mcp/sources/your_source.py`
|
||||
2. Implement `async def fetch_your_data(fetcher: Fetcher, **kwargs) -> dict`
|
||||
3. Use `fetcher.get_json()` / `fetcher.get_xml()` for HTTP calls (includes caching + circuit breakers)
|
||||
4. Import in `server.py`, add a `Tool` definition, and wire up the `call_tool` handler
|
||||
5. Add to `dashboard/app.py` if you want it on the live dashboard
|
||||
6. Add tests in `tests/`
|
||||
1. Create `sources/your_source.py` with `async def fetch_your_data(fetcher: Fetcher, **kwargs) -> dict`
|
||||
2. Use `fetcher.get_json(url, source="your-source", cache_key=..., cache_ttl=300)` — automatic caching, retries, circuit breaking, rate limiting
|
||||
3. In `server.py`: add `Tool(...)` to `TOOLS`, add `case` to `_dispatch()` (use inline import)
|
||||
4. Add tests using `respx` to mock HTTP (see `tests/test_forex.py` for pattern)
|
||||
5. Optionally add to `dashboard/app.py` (SSE) and `cli.py` (Click)
|
||||
|
||||
---
|
||||
|
||||
|
||||
Reference in New Issue
Block a user