World Intelligence MCP Server

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.

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.

---

What You Get

Domain	Tools	Data Sources
Financial Markets	7	Yahoo Finance, CoinGecko, Polymarket
Economic Indicators	3	EIA energy, FRED macro, World Bank
Seismology	1	USGS earthquake feeds
Wildfires	1	NASA FIRMS satellite hotspots
Conflict & Security	4	ACLED events, UCDP armed conflict, unrest detection
Military & Defense	5	adsb.lol, OpenSky Network, hexdb.io, surge detection
Infrastructure	4	Cloudflare Radar, submarine cables, cascade analysis, cloud service status
Maritime	2	NGA navigation warnings, vessel snapshots
Geospatial Datasets	4	70 military bases, 40 ports, 24 pipelines, 24 nuclear facilities
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, surge detection
Prediction Markets	1	Polymarket event contracts
Displacement	1	UNHCR refugee/IDP data
Aviation	1	FAA airport delays
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, newsletters
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 ETFs, shipping stress index
Social	1	Reddit geopolitical discussion velocity
Nuclear	1	USGS seismics near 5 nuclear test sites
Reports	3	Daily brief, country dossier, threat landscape
Cross-Domain Analysis	2	Alert digest, weekly trends
NLP Intelligence	4	Entity extraction, event classification, news clustering, keyword spikes
Strategic Synthesis	4	Strategic posture, world brief, fleet report, population exposure

Total: 68 tools across 27 intelligence domains.

---

Quick Start

Install

# Clone
git clone https://github.com/marc-shade/world-intel-mcp.git
cd world-intel-mcp

# Install (Python 3.11+)
pip install -e .

# With dashboard support
pip install -e ".[dashboard]"

# With dev/test tools
pip install -e ".[dev]"

Run as MCP Server

# stdio mode (for Claude Code, Cursor, etc.)
world-intel-mcp

Claude Code Configuration

Add to your ~/.claude.json:

{
  "mcpServers": {
    "world-intel-mcp": {
      "command": "world-intel-mcp",
      "env": {}
    }
  }
}

Or if installed in a virtualenv:

{
  "mcpServers": {
    "world-intel-mcp": {
      "command": "/path/to/venv/bin/world-intel-mcp",
      "env": {}
    }
  }
}

Run the Live Dashboard

# Start the ops-center dashboard (default: http://localhost:8501)
intel-dashboard

# Custom port
intel-dashboard --port 9000

The dashboard is a map-first ops center with:

• Full-viewport Leaflet map with 7 toggle-able layers (quakes, military, conflict, fires, convergence, nuclear, infrastructure)
• 35+ live data feeds streaming via SSE (30-second refresh)
• 12 expandable drawer sections (alerts, markets, security, intelligence, AI watch, health, elections, shipping, social, nuclear, trends, infrastructure)
• HUD bar with real-time pills (quakes, aircraft, conflict zones, cyber IOCs, fires, displaced persons, Kp index, AI papers, alerts, shipping stress, outbreaks, services)
• Modal detail system — all external links open in-app, all data items expand to rich detail views
• Glassmorphic floating panels with dark-mode styling
• Per-source circuit breaker health monitoring

CLI Reports

# Daily intelligence brief
intel daily-brief

# Country dossier
intel country-dossier --country "Ukraine"

# Threat landscape overview
intel threat-landscape

---

Architecture

src/world_intel_mcp/
  server.py              # MCP server (stdio) — 64 tool definitions
  fetcher.py             # Async HTTP client with retries, stale-data fallback
  cache.py               # SQLite TTL cache with stale-data recovery
  circuit_breaker.py     # Per-source circuit breakers (3 failures -> 5min cooldown)
  cli.py                 # Click CLI for reports

  sources/               # One module per intelligence domain (25 modules)
    markets.py           # Stock indices, crypto, stablecoins, ETFs, sectors, commodities
    economic.py          # Energy prices, FRED macro, World Bank indicators
    seismology.py        # USGS earthquakes
    wildfire.py          # NASA FIRMS satellite fire hotspots (9 global regions)
    conflict.py          # ACLED, UCDP armed conflict events
    military.py          # adsb.lol + OpenSky military flights, aircraft details
    infrastructure.py    # Internet outages, submarine cable health, cloud service status
    maritime.py          # NGA navigation warnings, vessel snapshots
    climate.py           # Open-Meteo climate anomalies by zone
    news.py              # 80+ RSS feeds with per-feed circuit breakers, 4-tier source ranking
    intelligence.py      # GDELT, country briefs, signal convergence, risk scores
    prediction.py        # Polymarket prediction markets
    displacement.py      # UNHCR refugee/IDP statistics
    aviation.py          # FAA airport delays
    cyber.py             # URLhaus, Feodotracker, CISA KEV, SANS
    space_weather.py     # NOAA SWPC: Kp index, solar flares, alerts
    ai_watch.py          # arXiv AI papers, HuggingFace, lab trending
    health.py            # WHO DON, ProMED, CIDRAP disease outbreaks
    sanctions.py         # US Treasury OFAC SDN list search
    elections.py         # Global election calendar with proximity risk scoring
    shipping.py          # Dry bulk shipping stress index (BDRY, SBLK, EGLE, ZIM)
    social.py            # Reddit geopolitical discussion velocity
    nuclear.py           # USGS seismic monitoring near 5 nuclear test sites
    geospatial.py        # Query wrappers for static geospatial datasets
    service_status.py    # Cloudflare, AWS, Azure, GCP service health
    fleet.py             # Naval fleet activity report

  analysis/              # Cross-domain analysis + NLP + strategic synthesis
    signals.py           # Signal convergence detection
    instability.py       # Country instability index (CII v2)
    focal_points.py      # Multi-signal focal point detection
    temporal.py          # Temporal anomaly detection with SQLite baselines
    alerts.py            # Cross-domain alert digest + weekly trends
    escalation.py        # Dynamic hotspot escalation scoring
    surge.py             # Military surge anomaly detection
    cascade.py           # Infrastructure cascade simulation
    entities.py          # Named entity extraction (countries, leaders, orgs, CVEs, APTs)
    classifier.py        # Keyword-based event threat classification (14 categories)
    clustering.py        # Jaccard similarity news topic clustering
    spikes.py            # Keyword spike detection with Welford's algorithm
    posture.py           # Strategic posture — composite 9-domain risk assessment
    world_brief.py       # Structured daily intelligence summary
    exposure.py          # Population exposure near active events

  config/                # Static configuration data
    countries.py         # 22 intel hotspots, election calendar, nuclear test sites
    geospatial.py        # 70 military bases, 40 ports, 24 pipelines, 24 nuclear facilities
    entities.py          # 28 leaders, 41 orgs, 25 companies, 36 APT groups
    population.py        # 105 major cities (pop >2M) for exposure analysis

  reports/               # Report generation
    generator.py         # Report orchestrator
    markdown_report.py   # Markdown output
    html_report.py       # HTML output (Jinja2 templates)
    templates/           # HTML report templates

  dashboard/             # Live ops-center dashboard
    app.py               # Starlette app with SSE streaming (35+ feeds)
    index.html           # Map-first dashboard UI (7 map layers, 12 drawer sections)

  tests/                 # Test suite
    conftest.py          # Shared fixtures (mock fetcher, circuit breaker)
    test_sources.py      # Source module tests
    test_cache.py        # Cache TTL tests
    test_analysis.py     # Analysis engine tests

Circuit Breakers

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.

Data Flow

External APIs -> Fetcher (httpx + retries) -> Circuit Breaker -> Cache (TTL) -> MCP Tool Response
                                                                              -> Dashboard (SSE)
                                                                              -> CLI Report

---

MCP Tools Reference

Financial Markets (7 tools)

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 (IBIT, FBTC, GBTC, ARKB)
intel_sector_heatmap	US equity sector performance (11 SPDR sector ETFs)
intel_macro_signals	Macro indicators (Fear & Greed, VIX, DXY, gold, 10Y, BTC mempool)
intel_commodity_quotes	Commodity futures (gold, silver, crude oil, natural gas)

Economic (3 tools)

Tool	Description
intel_energy_prices	Brent/WTI crude oil and natural gas from EIA
intel_fred_series	FRED economic data series (GDP, CPI, unemployment, rates)
intel_world_bank_indicators	World Bank development indicators by country

Natural Disasters (2 tools)

Tool	Description
intel_earthquakes	Recent earthquakes from USGS (configurable magnitude/time)
intel_wildfires	NASA FIRMS satellite fire hotspots (9 global regions)

Security & Conflict (4 tools)

Tool	Description
intel_acled_events	Armed conflict events from ACLED
intel_ucdp_events	Uppsala Conflict Data Program events
intel_unrest_events	Social unrest (protests + riots) with Haversine dedup
intel_cyber_threats	Aggregated cyber intel (URLhaus, Feodotracker, CISA KEV, SANS)

Military & Defense (5 tools)

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_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)

Infrastructure (4 tools)

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)

Maritime (2 tools)

Tool	Description
intel_nav_warnings	Maritime navigation warnings from NGA
intel_vessel_snapshot	Naval activity at 9 strategic waterways

Geospatial Datasets (4 tools)

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

News & Media (3 tools)

Tool	Description
intel_news_feed	Aggregated news from 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

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)

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

NLP Intelligence (4 tools)

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

Strategic Synthesis (4 tools)

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)

Cross-Domain Alerts (2 tools)

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_status	Server health, cache stats, circuit breaker status

---

Environment Variables

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)
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.

---

Development

# Install dev dependencies
pip install -e ".[dev]"

# Run tests
pytest

# Run with coverage
pytest --cov=world_intel_mcp

# Type checking (if configured)
mypy src/

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/

---

License

MIT