bc75cf46f793e8f432772abf881f39fdb6fcf4f2
Phase 16: Vector intelligence (+3 tools = 104 total) New tools: - intel_semantic_search: Natural language search across all stored intelligence - intel_similar_events: Find historically similar events for pattern matching - intel_timeline: Chronological timeline of stored data with domain filtering Architecture: - vector_store.py: Qdrant client with FastEmbed (ONNX, bge-small-en-v1.5) - Background worker queue (asyncio) for non-blocking storage - Auto-populates from every Fetcher.get_json() call - 40+ domain categories mapped for filtered search - Graceful degradation: vector store is optional, all 101 existing tools work without it Integration: - Fetcher: new vector_store parameter, stores data after each successful fetch - server.py: vector store init + worker lifecycle + 3 dispatch cases - dashboard/app.py: vector store worker starts on dashboard boot - intel_status: now includes vector store statistics - pyproject.toml: [vector] optional dependency (qdrant-client, fastembed) 186/186 tests passing.
World Intelligence MCP Server
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.
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.
What You Get
| Domain | Tools | Data Sources |
|---|---|---|
| Financial Markets | 7 | Yahoo Finance, CoinGecko, Alternative.me, Mempool |
| Forex & Currency | 3 | ECB/Frankfurter (8 major pairs, timeseries, cross rates) |
| Bonds & Yields | 2 | FRED, Yahoo Finance (yield curve, bond ETFs, spread analysis) |
| Earnings | 2 | Yahoo Finance (mega-cap calendar, surprise history) |
| SEC Filings | 3 | SEC EDGAR (full-text search, company filings, 8-K material events) |
| Company Enrichment | 1 | Yahoo Finance + GDELT + SEC + GitHub (composite profile) |
| Macro Composite | 1 | Weighted 6-signal market verdict (Fear&Greed, VIX, sectors, DXY, BTC, yields) |
| Economic Indicators | 3 | EIA energy, FRED macro, World Bank |
| Central Banks | 1 | 8 central bank policy rates |
| Natural Disasters | 2 | USGS earthquakes, NASA FIRMS wildfires |
| Environmental | 2 | NASA EONET, GDACS disaster alerts |
| Conflict & Security | 4 | ACLED events, UCDP, unrest detection, humanitarian data |
| Military & Defense | 6 | adsb.lol, OpenSky, hexdb.io, surge detection, theater posture, aircraft batch |
| Infrastructure | 4 | Cloudflare Radar, submarine cables, cascade analysis, cloud status |
| Maritime | 2 | NGA navigation warnings, vessel snapshots |
| Climate | 1 | Open-Meteo climate anomalies |
| News & Media | 3 | 80+ RSS feeds (4-tier), GDELT, trending keywords |
| Intelligence Analysis | 8 | Signal convergence, focal points, instability index, risk scores, escalation |
| Prediction Markets | 1 | Polymarket event contracts |
| Displacement | 1 | UNHCR refugee/IDP data |
| Aviation | 3 | FAA airport delays, domestic flight snapshot, aircraft batch lookup |
| Cyber Threats | 1 | URLhaus, Feodotracker, CISA KEV, SANS |
| Space Weather | 1 | NOAA SWPC (Kp index, solar flares, alerts) |
| AI/AGI Watch | 1 | arXiv cs.AI/LG/CL, HuggingFace, AI lab tracking |
| Health | 1 | WHO DON, ProMED, CIDRAP disease outbreaks |
| Sanctions | 1 | US Treasury OFAC SDN list |
| Elections | 1 | Global election calendar with risk scoring |
| Shipping | 1 | Dry bulk shipping stress index |
| Social | 1 | Reddit geopolitical discussion velocity |
| Nuclear | 1 | USGS seismic monitoring near nuclear test sites |
| Tech | 3 | Hacker News, GitHub trending repos, arXiv papers |
| Government | 1 | USAspending.gov federal contracts |
| Geospatial | 10 | Military bases, ports, pipelines, nuclear facilities, cables, datacenters, spaceports, minerals, exchanges, trade routes, cloud regions, financial centers |
| NLP Intelligence | 4 | Entity extraction, event classification, news clustering, keyword spikes |
| Strategic Synthesis | 4 | Strategic posture, world brief, fleet report, population exposure |
| Cross-Domain | 2 | Alert digest, weekly trends |
Total: 101 tools across 30+ intelligence domains.
Quick Start
Install
git clone https://github.com/marc-shade/world-intel-mcp.git
cd world-intel-mcp
pip install -e .
# Optional extras
pip install -e ".[dashboard]" # Live ops-center dashboard
pip install -e ".[dev]" # pytest, respx, coverage
Run as MCP Server
world-intel-mcp # stdio mode for Claude Code, Cursor, etc.
Claude Code Configuration
Add to ~/.claude.json:
{
"mcpServers": {
"world-intel-mcp": {
"command": "world-intel-mcp"
}
}
}
Dashboard
intel-dashboard # http://localhost:8501
intel-dashboard --port 9000 # custom port
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.
CLI
intel markets # stock indices
intel earthquakes --min-mag 5.0
intel status # cache + circuit breaker health
Architecture
server.py (MCP stdio) ─┐
cli.py (Click CLI) ├─> sources/*.py ─> Fetcher ─> CircuitBreaker ─> Cache (SQLite)
dashboard/app.py (SSE) ─┘ analysis/*.py │
~/.cache/world-intel-mcp/cache.db
- Fetcher: Centralized async HTTP client (httpx). Retries, per-source rate limiting, stale-data fallback.
- CircuitBreaker: Per-source tracking. 3 consecutive failures trips for 5 minutes. Each RSS feed gets its own breaker.
- Cache: SQLite WAL-mode TTL cache.
get()returns live data,get_stale()returns expired data for fallback. - Sources (
sources/*.py): 30+ modules, each exportsasync def fetch_*(fetcher, **kwargs) -> dict. - Analysis (
analysis/*.py): Cross-domain synthesis — signal aggregation, instability indexing, NLP, company enrichment, macro composite. - Config (
config/*.py): Curated datasets — 22 hotspots, 70+ bases, 40 ports, 24 pipelines, 24 nuclear facilities, 34 cables, 48 datacenters, 27 spaceports, 82 exchanges.
MCP Tools Reference
Financial Markets (7)
| Tool | Description |
|---|---|
intel_market_quotes |
Stock index quotes (S&P 500, Dow, Nasdaq, FTSE, Nikkei) |
intel_crypto_quotes |
Top crypto prices and market caps from CoinGecko |
intel_stablecoin_status |
Stablecoin peg health (USDT, USDC, DAI, FDUSD) |
intel_etf_flows |
Bitcoin spot ETF prices and volumes |
intel_sector_heatmap |
US equity sector performance (11 SPDR ETFs) |
intel_macro_signals |
7 macro indicators (Fear & Greed, VIX, DXY, gold, 10Y, BTC) |
intel_commodity_quotes |
Commodity futures (gold, silver, crude, natgas, grains) |
Forex & Currency (3)
| Tool | Description |
|---|---|
intel_forex_rates |
Latest FX rates from ECB. Filter by base/target currencies |
intel_forex_timeseries |
Historical FX rate with trend analysis (configurable days) |
intel_major_crosses |
All 8 major pairs + cross rates + DXY proxy |
Bonds & Yields (2)
| Tool | Description |
|---|---|
intel_yield_curve |
US Treasury yield curve (2Y-30Y), 2s10s/3m10y spreads, inversion flag |
intel_bond_indices |
Bond ETFs: AGG, TLT, HYG, LQD, TIP with price/change |
Earnings (2)
| Tool | Description |
|---|---|
intel_earnings_calendar |
Upcoming earnings for 20 mega-cap stocks with EPS estimates |
intel_earnings_surprise |
Historical earnings surprise (actual vs estimate, trend) |
SEC Filings (3)
| Tool | Description |
|---|---|
intel_sec_filings |
Full-text search across all EDGAR filings |
intel_company_filings |
Company filings by ticker (10-K, 10-Q, 8-K) with CIK resolution |
intel_recent_8k |
Latest 8-K material events (M&A, exec changes, earnings) |
Company Enrichment (1)
| Tool | Description |
|---|---|
intel_company_profile |
Composite profile: stock quote + financials + news + SEC + GitHub |
Macro Composite (1)
| Tool | Description |
|---|---|
intel_macro_composite |
Weighted market score (0-100) with verdict: RISK_ON to STRONG_CAUTION |
Economic (3)
| Tool | Description |
|---|---|
intel_energy_prices |
Brent/WTI crude oil and natural gas from EIA |
intel_fred_series |
FRED economic data (GDP, CPI, unemployment, rates) |
intel_world_bank_indicators |
World Bank development indicators by country |
Central Banks (1)
| Tool | Description |
|---|---|
intel_central_bank_rates |
Policy rates for 8 major central banks |
BTC Technicals (1)
| Tool | Description |
|---|---|
intel_btc_technicals |
Bitcoin SMA 50/200, golden/death cross, Mayer Multiple |
Natural Disasters (2)
| Tool | Description |
|---|---|
intel_earthquakes |
USGS earthquakes (configurable magnitude/time/limit) |
intel_wildfires |
NASA FIRMS satellite fire hotspots (9 global regions) |
Environmental (2)
| Tool | Description |
|---|---|
intel_environmental_events |
NASA EONET natural events |
intel_disaster_alerts |
GDACS disaster alerts with severity scoring |
Conflict & Security (4)
| Tool | Description |
|---|---|
intel_acled_events |
ACLED armed conflict events |
intel_ucdp_events |
Uppsala Conflict Data Program events |
intel_unrest_events |
Social unrest with Haversine dedup |
intel_humanitarian_summary |
HDX humanitarian crisis datasets |
Military & Defense (6)
| Tool | Description |
|---|---|
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_usni_fleet |
USNI News naval fleet tracker |
Infrastructure (4)
| Tool | Description |
|---|---|
intel_internet_outages |
Cloudflare Radar internet disruptions |
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)
| Tool | Description |
|---|---|
intel_nav_warnings |
NGA maritime navigation warnings |
intel_vessel_snapshot |
Naval activity at 9 strategic waterways |
Geospatial Datasets (10)
| Tool | Description |
|---|---|
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)
| Tool | Description |
|---|---|
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 |
Intelligence Analysis (8)
| Tool | Description |
|---|---|
intel_signal_convergence |
Geographic convergence of multi-domain signals |
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)
| Tool | Description |
|---|---|
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)
| Tool | Description |
|---|---|
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) |
Other Domains
| Tool | Description |
|---|---|
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 |
Environment Variables
| Variable | Required | Description |
|---|---|---|
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) |
Everything else uses free, unauthenticated public APIs.
Development
pip install -e ".[dev]"
pytest # 186 tests
pytest --cov=world_intel_mcp # with coverage
pytest tests/test_forex.py -v # single module
Adding a New Source
- Create
sources/your_source.pywithasync def fetch_your_data(fetcher: Fetcher, **kwargs) -> dict - Use
fetcher.get_json(url, source="your-source", cache_key=..., cache_ttl=300)— automatic caching, retries, circuit breaking, rate limiting - In
server.py: addTool(...)toTOOLS, addcaseto_dispatch()(use inline import) - Add tests using
respxto mock HTTP (seetests/test_forex.pyfor pattern) - Optionally add to
dashboard/app.py(SSE) andcli.py(Click)
License
MIT
Description
100+ tool MCP server for real-time global intelligence — markets, FX, bonds, earnings, SEC filings, conflict, military, cyber, climate, news, company enrichment, and 30+ domains. Live Leaflet dashboard with 20 map layers, SSE streaming, and AI situation briefs.
ai-toolsai-watchanthropicclaudecybersecuritydashboardgeopoliticalgeospatialintelligencemarketsmcpmilitarymodel-context-protocolnuclearosintreal-timesecurityspace-weatherthreat-intelligence
Readme
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