External API Integrations

Overview

World Monitor integrates 38 external APIs across 8 domains. This page documents the key API integrations, endpoints, authentication, and rate limits.

Geopolitical Data APIs

ACLED (Armed Conflict Location & Event Data)

Purpose: Conflict events, protests, violence against civilians

Property	Value
Base URL	`https://api.acleddata.com/acled/read`
Authentication	Query params: `key` + `email`
Env Vars	`ACLED_ACCESS_TOKEN`, `ACLED_EMAIL`
Rate Limits	Generous (researcher tier)
Data Format	JSON
WM Endpoints	`/api/acled`, `/api/acled-conflict`
Update Frequency	5 min polling, 10 min cooldown
Tier	Free (researcher account)

Frontend Integration:

ConflictService → ConflictPanel, MapLayer
Dual-source deduplication with GDELT (ACLED takes precedence)
0.5° spatial grid matching

Quirks:

Requires both key and email as separate query parameters
Data lags 1-2 weeks behind real-time events
Pagination via page param

Degradation: Returns empty data array; conflict panels display “no data available”

UCDP (Uppsala Conflict Data Program)

Purpose: Armed conflict data, battle deaths, conflict classification

Property	Value
Base URL	`https://ucdpapi.pcr.uu.se/api/`
Authentication	None
Rate Limits	No documented limit
Data Format	JSON
WM Endpoints	`/api/ucdp`, `/api/ucdp-events`
Tier	Public

Frontend Integration:

ConflictService → ConflictPanel
Country Brief CII floor scores (countries with 1,000+ battle deaths/year)

Quirks:

Academic data source; updates less frequently than ACLED
Supports versioned datasets
Automatic version discovery (probes multiple year-based API versions)
Negative caching (5-min backoff after failures)
Stale-on-error fallback

GDELT (Global Database of Events, Language, and Tone)

Purpose: Global event database, geopolitical tension metrics, news analysis

Property	Value
Base URL	`https://api.gdeltproject.org/api/v2/`
Authentication	None
Rate Limits	Public; aggressive scraping will trigger 429
Data Format	JSON, GeoJSON, CSV
WM Endpoints	`/api/gdelt-doc`, `/api/gdelt-geo`
Update Frequency	5 min polling, 10 min cooldown
Tier	Public

Frontend Integration:

NewsService → GdeltPanel, GeoHeatmap
Protest event deduplication with ACLED (Haversine distance)
Geopolitical tension pairs

Endpoints:

DOC 2.0 API: Full-text search across global news
GEO 2.0 API: Geographic heat-mapping

Quirks:

Large result sets can be slow
No explicit rate limit documentation
Upstream 502 passed through; panel shows error state

NGA MSI (Maritime Safety Information)

Purpose: NAVAREA warnings, HYDROLANT/HYDROPAC notices, cable advisories

Property	Value
Base URL	`https://msi.gs.mil/api/publications/broadcast-warn`
Authentication	None
Data Format	JSON
WM Endpoints	`/api/nga-warnings`
Tier	Public (U.S. DoD)

Frontend Integration:

MilitaryService → MaritimeWarningsPanel, MapLayer
Undersea cable health advisories

Quirks:

U.S. DoD-hosted; occasionally slow
Passthrough 502 error on outage

Markets & Finance APIs

Finnhub

Purpose: Stock market data, ETF flows, real-time quotes

Property	Value
Base URL	`https://finnhub.io/api/v1/`
Authentication	Query param `token` or header `X-Finnhub-Token`
Env Vars	`FINNHUB_API_KEY`
Rate Limits	Free: 60 calls/min, 30 API calls/sec
Data Format	JSON
WM Endpoints	`/api/finnhub`, `/api/etf-flows`
Tier	Free

Frontend Integration:

MarketService → MarketPanel, ETFFlowsPanel
BTC spot ETF flow tracker (IBIT, FBTC, GBTC, + 7 more)

Quirks:

WebSocket endpoint available but WM uses REST polling
ETF data requires specific symbol lookups
Free tier lacks institutional data

Degradation: Returns unavailable flag; panels show stale cached data with timestamp

CoinGecko

Purpose: Cryptocurrency prices, market data, stablecoin monitoring

Property	Value
Base URL	`https://api.coingecko.com/api/v3/`
Authentication	None (free tier)
Rate Limits	Free: 10-30 calls/min (fluctuates)
Data Format	JSON
WM Endpoints	`/api/coingecko`, `/api/stablecoin-markets`, `/api/macro-signals`
Tier	Free

Frontend Integration:

CryptoService → CryptoPanel, StablecoinPanel
MacroService → MacroSignals (composite input)
Stablecoin peg health (USDT, USDC, DAI, FDUSD, USDe)

Quirks:

Rate limits fluctuate and are not well-documented
Stablecoin market-cap queries can be slow

Degradation: Returns unavailable flag; panels show last-known values

Polymarket (Gamma API)

Purpose: Prediction markets, event probabilities, geopolitical forecasting

Property	Value
Base URL	`https://gamma-api.polymarket.com/`
Authentication	None
Rate Limits	Public; no documented limit
Data Format	JSON
WM Endpoints	`/api/polymarket` (proxied via Railway relay)
Update Frequency	5 min polling, 10 min cooldown
Tier	Public

API Handler: api/polymarket.js:62 Frontend Integration:

PredictionService → PolymarketPanel
Country Brief pages (top 3 markets by volume)
3-tier JA3 bypass: browser-direct → Tauri native TLS → cloud proxy

Quirks:

Gamma is the off-chain API for Polymarket
Market slugs/IDs can change
Filterable by tag for geopolitical/election markets

Degradation: CDN cache serves stale prediction data

FRED (Federal Reserve Economic Data)

Purpose: Economic indicators, interest rates, inflation metrics

Property	Value
Base URL	`https://api.stlouisfed.org/fred/`
Authentication	Query param `api_key`
Env Vars	`FRED_API_KEY`
Rate Limits	120 requests/min (free tier)
Data Format	JSON (via `file_type=json`)
WM Endpoints	`/api/fred-data`, `/api/macro-signals`
Update Frequency	5 min polling, 10 min cooldown
Tier	Free

Frontend Integration:

MacroService → MacroSignals, EconIndicatorsPanel
7-signal macro radar (JPY liquidity, QQQ/XLP regime)

Quirks:

Series IDs must be known in advance (e.g., DGS10, T10Y2Y)
Data updates on Fed schedule (not real-time)

Degradation: Cached data served from Upstash; stale indicator shown

Natural Events APIs

USGS Earthquake Hazards

Purpose: Real-time earthquake data, seismic activity monitoring

Property	Value
Base URL	`https://earthquake.usgs.gov/earthquakes/feed/v1.0/`
Authentication	None
Rate Limits	Public; updated every 5 min by USGS
Data Format	GeoJSON
WM Endpoints	`/api/earthquakes`
Update Frequency	5 min polling, 10 min cooldown
Tier	Public

Frontend Integration:

SeismicService → EarthquakePanel, MapLayer
Natural disaster aggregation (M4.5+ earthquakes)
Country Brief CII scoring

Pre-built Feeds:

all_day.geojson - All earthquakes, past 24 hours
significant_month.geojson - Significant quakes, past 30 days
4.5_week.geojson - M4.5+ earthquakes, past 7 days

Quirks:

No query API — just static feed URLs regenerated by USGS
Pre-filtered by magnitude/time range

Degradation: CDN cache serves stale GeoJSON; map shows last-known quakes

NASA FIRMS (Fire Information for Resource Management System)

Purpose: Satellite fire detection, wildfire monitoring, thermal hotspots

Property	Value
Base URL	`https://firms.modaps.eosdis.nasa.gov/api/`
Authentication	Query param `MAP_KEY`
Env Vars	`NASA_FIRMS_API_KEY`
Rate Limits	Free tier; transaction-based limits
Data Format	CSV (parsed server-side to JSON)
WM Endpoints	`/api/firms-fires`
Tier	Free (EOSDIS Earthdata account)

Frontend Integration:

FireService → WildfiresPanel, MapLayer
Satellite fire detection layer

Satellites:

VIIRS (Visible Infrared Imaging Radiometer Suite) - 375m resolution
MODIS (Moderate Resolution Imaging Spectroradiometer) - 1km resolution

Quirks:

CSV rows can be very large for global queries
WM limits to specific regions or short time windows
Area/country queries supported

Degradation: Cached data served; empty array on sustained outage

NOAA Climate Monitoring

Purpose: Global temperature anomalies, climate trends

Property	Value
Base URL	Various NOAA endpoints
Authentication	None
Data Format	JSON
WM Endpoints	`/api/climate-anomalies`
Tier	Public (U.S. government)

Frontend Integration:

ClimateService → ClimateAnomaliesPanel
15 conflict-prone zones monitored
Temperature/precipitation deviations vs 30-day ERA5 baselines

Quirks:

Monthly/annual resolution — not real-time
Multiple NOAA sub-endpoints aggregated

Degradation: Cached data served with 6h TTL

Military & Security APIs

OpenSky Network

Purpose: ADS-B aircraft tracking, military flight monitoring

Property	Value
Base URL	`https://opensky-network.org/api/`
Authentication	None (optional Basic auth for higher limits)
Rate Limits	Anonymous: 100 requests/day; Authenticated: 4000/day
Data Format	JSON
WM Endpoints	`/api/opensky`, `/api/theater-posture`
Tier	Free

Frontend Integration:

AviationService → FlightTracker
TheaterService → TheaterPosture (9 operational theaters)
Military surge detection

Quirks:

State vectors update every ~10 seconds (WM polls less frequently)
Returns all aircraft in bounding box
Anonymous rate limit is tight — caching critical

Degradation: CDN cache serves stale snapshot; theater posture uses last-known positions

GPS Jamming (gpsjam.org)

Purpose: GNSS interference detection, H3 hex grid classification

Property	Value
Base URL	`https://gpsjam.org/data`
Authentication	None
Data Format	CSV
WM Endpoints	`/api/gpsjam`
Tier	Public

API Handler: api/gpsjam.js:5-14 Frontend Integration:

GPS/GNSS jamming zones layer
Country Brief CII Security scoring (up to +35 points)
12 conflict zone regions tagged

Processing:

Fetch latest date from manifest.csv
Download H3 resolution 4 hex data
Filter cells with ≥3 aircraft
Classify: >10% interference = high (red), ≥2% = medium (amber)

Data Structure:

{
  "date": "2026-02-28",
  "stats": {
    "highCount": 42,
    "mediumCount": 187
  },
  "hexes": [
    {
      "h3": "842b90fffffffff",
      "pct": 15.3,
      "good": 220,
      "bad": 40,
      "total": 260,
      "level": "high"
    }
  ]
}

Quirks:

1-hour in-memory cache (per-isolate)
H3 hex resolution 4 (average area ~1,770 km²)
Minimum 3 aircraft per cell required

OREF (Israeli Home Front Command)

Purpose: Rocket/missile alert system, siren data

Property	Value
Base URL	`oref.org.il` (via Railway relay)
Authentication	Residential proxy (Akamai WAF blocks datacenter IPs)
Data Format	JSON
WM Endpoints	`/api/oref-alerts`
Tier	Public (via relay)

API Handler: api/oref-alerts.js:60 Frontend Integration:

Near-real-time Israeli rocket alerts
24-hour rolling history with wave detection
Country Brief CII Conflict component (up to +50 score boost for Israel)

Relay Endpoints:

/oref/alerts - Current active alerts
/oref/history - Rolling 24h history count

Quirks:

Requires Railway relay with residential proxy
Akamai WAF blocks direct datacenter connections
5-second cache for live alerts, 30-second for history

Custom AIS Relay

Purpose: Ship tracking via AIS, naval vessel monitoring

Property	Value
Base URL	Configurable via `WS_RELAY_URL`
Authentication	URL-based credentials
Env Vars	`WS_RELAY_URL`, `RELAY_SHARED_SECRET`
Data Format	JSON over WebSocket
WM Endpoints	`/api/ais-snapshot`
Tier	Self-hosted

Frontend Integration:

MaritimeService → VesselTracker, MapLayer
Chokepoint detection (8 strategic straits)
Naval vessel classification (MMSI prefixes, ship types)
AIS density grid (2°×2° cells, 30-min windows)

WebSocket Relay:

Decodes AIS NMEA sentences into JSON
Persistent connection maintained by scripts/ais-relay.cjs
Snapshot endpoint aggregates latest positions
See deploy/ for systemd service config

Degradation: Returns empty vessel array; maritime layer shows no ship positions

Cyber Threat Intelligence (5 Sources)

Purpose: C2 servers, malware hosts, phishing, IoCs

Feodo Tracker
URLhaus
C2IntelFeeds
AlienVault OTX
AbuseIPDB

Property	Value
URL	`https://feodotracker.abuse.ch/`
Auth	None
Format	CSV
Focus	C2 botnet infrastructure

Property	Value
URL	`https://urlhaus.abuse.ch/`
Auth	None
Format	CSV
Focus	Malicious URL database

Property	Value
URL	GitHub repository (CSV)
Auth	None
Format	CSV
Focus	Community C2 feeds

Property	Value
URL	`https://otx.alienvault.com/`
Auth	None
Format	JSON
Focus	Open Threat Exchange pulses

Property	Value
URL	`https://api.abuseipdb.com/api/v2/`
Auth	Header: `Key`
Env Var	`ABUSEIPDB_API_KEY`
Limits	Free: 1000 checks/day
Format	JSON
Focus	IP reputation scoring

Aggregation: /api/cyber-threats Frontend Integration:

CyberService → CyberThreatsPanel
Cyber threat IOCs geo-located on globe
APT threat actor attribution

Degradation: Source omitted from aggregation; other sources continue

AI / ML APIs

Groq

Purpose: Primary LLM provider for summarization and classification

Property	Value
Base URL	`https://api.groq.com/openai/v1/`
Authentication	Bearer token in `Authorization` header
Env Vars	`GROQ_API_KEY`
Rate Limits	Free: ~30 req/min (varies by model); Paid: higher
Data Format	JSON (OpenAI-compatible)
WM Endpoints	`/api/groq-summarize`, `/api/classify-batch`, `/api/classify-event`, `/api/country-intel`
Tier	Free / Paid

Frontend Integration:

SummaryService - World Brief generation
ClassificationService - Event threat classification
CountryIntelService - Country brief AI analysis

Models Used:

Llama 3.1 8B (default)
Temperature 0.3 for summaries, 0 for classification

Fallback Chain:

Groq → OpenRouter → Transformers.js (browser)

Quirks:

Ultra-fast inference via custom LPU hardware
OpenAI-compatible API
Results cached in Redis (24h TTL) by content hash

OpenRouter

Purpose: Multi-model LLM aggregator (fallback from Groq)

Property	Value
Base URL	`https://openrouter.ai/api/v1/`
Authentication	Bearer token in `Authorization` header
Env Vars	`OPENROUTER_API_KEY`
Rate Limits	Varies by model
Data Format	JSON (OpenAI-compatible)
WM Endpoints	`/api/openrouter-summarize`
Tier	Free (select models only)

Free Models Used:

mistralai/mistral-7b-instruct:free

Quirks:

Supports HTTP-Referer and X-Title headers for attribution
Routes to multiple LLM providers
Final fallback before browser-based Transformers.js

Infrastructure & Status APIs

Cloudflare Radar

Purpose: Internet outage detection, network anomalies

Property	Value
Base URL	`https://api.cloudflare.com/client/v4/radar/`
Authentication	Bearer token in `Authorization` header
Env Vars	`CLOUDFLARE_API_TOKEN`
Rate Limits	Enterprise API; generous limits
Data Format	JSON
WM Endpoints	`/api/cloudflare-outages`
Update Frequency	5 min polling, 10 min cooldown
Tier	Enterprise (Radar API token required)

Frontend Integration:

InfraService → CloudflareOutagesPanel
Internet outages layer on map
Country Brief infrastructure signals

Required Permissions:

Token needs radar:read permission

Degradation: Returns empty outage list; panel shows “no active outages” (may be false negative)

Requires Cloudflare Enterprise plan or standalone Radar API access.

FAA ASWS (Airport Status Web Service)

Purpose: Airport delays, ground stops, closures

Property	Value
Base URL	`https://soa.smext.faa.gov/asws/api/`
Authentication	None
Data Format	XML (parsed server-side)
WM Endpoints	`/api/faa-status`
Update Frequency	5 min polling, 5 min cooldown
Tier	Public (U.S. government)

Frontend Integration:

AviationService → FAAStatusPanel
Airport delays layer (128 monitored airports)

Quirks:

XML response parsed to JSON
U.S. airports only
Returns ground delays, ground stops, closures

Degradation: CDN cache serves stale data; panel shows last-known status

Service Status Pages (33 Services)

Purpose: Status monitoring for cloud providers, AI services, dev tools

Property	Value
Base URL	Various: `.statuspage.io`, `status.` domains
Authentication	None
Data Format	JSON (Atlassian Statuspage API)
WM Endpoints	`/api/service-status`
Tier	Public

Monitored Services:

Cloud: AWS, Azure, GCP, Cloudflare, Vercel, Netlify, Fastly, DigitalOcean, Heroku
DevOps: GitHub, GitLab, Datadog, PagerDuty, HashiCorp
SaaS: Slack, Discord, Zoom, Atlassian, Stripe, Twilio
Databases: MongoDB Atlas, Redis Cloud, Supabase
AI: OpenAI, Anthropic

Frontend Integration:

InfraService → ServiceStatusPanel
Per-service circuit breakers

Quirks:

Atlassian Statuspage JSON format is standard
Each service polled independently
Individual failures don’t affect other services

Degradation: Individual services shown as “unknown” status; others continue

Humanitarian APIs

UNHCR Population API

Purpose: Refugee and displaced population statistics

Property	Value
Base URL	`https://api.unhcr.org/population/v1/`
Authentication	None
Data Format	JSON
WM Endpoints	`/api/unhcr-population`
Tier	Public

Frontend Integration:

HumanitarianService → RefugeePanel
Displacement flows layer

Quirks:

Annual data granularity
Large datasets; WM queries specific country/year combos

Degradation: Cached data served with 24h TTL

HDX HAPI (Humanitarian API)

Purpose: OCHA humanitarian data - food security, operational presence

Property	Value
Base URL	`https://hapi.humdata.org/api/v2/`
Authentication	Optional `app_identifier` query param
Env Vars	`HDX_APP_IDENTIFIER` (optional)
Rate Limits	Higher limits with identifier
Data Format	JSON
WM Endpoints	`/api/hapi`
Tier	Free

Frontend Integration:

HumanitarianService → HAPIPanel
Country Brief humanitarian signals

Quirks:

Without app_identifier, lower rate limits apply
Covers food security, population, operational presence

Degradation: Cached data served with 6h TTL

WorldPop

Purpose: Population density for exposure analysis

Property	Value
Base URL	WorldPop raster/API endpoints
Authentication	None
Data Format	JSON
WM Endpoints	`/api/worldpop-exposure`
Tier	Public

Frontend Integration:

HumanitarianService → ExposureAnalysis
Estimates civilian population within event radii (50-100km)

Use Cases:

Earthquake exposure estimates
Conflict zone population
Flood impact assessment
Wildfire proximity

Quirks:

7-day cache TTL (population changes slowly)

Degradation: Cached data served with 7-day TTL

World Bank

Purpose: Development indicators (GDP, population, etc.)

Property	Value
Base URL	`https://api.worldbank.org/v2/`
Authentication	None
Data Format	JSON (via `format=json` param)
WM Endpoints	`/api/worldbank`
Tier	Public

Frontend Integration:

EconService → WorldBankPanel, CountryProfile

Quirks:

Default format is XML — must specify format=json
Pagination via page/per_page
Annual data; not real-time

Degradation: Cached data served with 24h TTL

Content & Research APIs

Hacker News (Firebase API)

Purpose: Tech community news and discussion

Property	Value
Base URL	`https://hacker-news.firebaseio.com/v0/`
Authentication	None
Data Format	JSON
WM Endpoints	`/api/hackernews`
Tier	Public

Frontend Integration:

TechService → HackerNewsPanel (Tech variant)

Quirks:

Official HN API via Firebase
Each story requires separate fetch by ID
WM fetches top N story IDs then batch-fetches details

Degradation: CDN cache serves stale stories

GitHub API

Purpose: Trending repositories, release tracking, version checks

Property	Value
Base URL	`https://api.github.com/`
Authentication	Optional Bearer token
Env Vars	`GITHUB_TOKEN` (optional)
Rate Limits	Unauthenticated: 60/hour; Authenticated: 5000/hour
Data Format	JSON
WM Endpoints	`/api/github-trending`, `/api/version`, `/api/download`
Tier	Free

Frontend Integration:

TechService → GitHubTrendingPanel
AppService → VersionCheck (desktop app updates)

Quirks:

No official trending API - WM uses search API with date filters
Fallback to HTML scraping github.com/trending
Version endpoint checks latest release tag
Without token, 60 req/h exhausted quickly in dev

Degradation: HTML scrape fallback for trending; version check fails gracefully

ArXiv

Purpose: Academic paper search and discovery

Property	Value
Base URL	`https://export.arxiv.org/api/`
Authentication	None
Rate Limits	Requests should be spaced ≥3 seconds apart
Data Format	XML (Atom feed)
WM Endpoints	`/api/arxiv`
Tier	Public

Frontend Integration:

ResearchService → ArXivPanel (Tech variant)

Search Syntax:

ti: - Title
au: - Author
cat: - Category

Quirks:

ArXiv requests polite rate limiting (≥3s between requests)
Atom XML parsed server-side

Degradation: CDN cache serves stale results

EIA (Energy Information Administration)

Purpose: U.S. energy production, oil inventory, natural gas pricing

Property	Value
Base URL	`https://api.eia.gov/v2/`
Authentication	Query param `api_key`
Env Vars	`EIA_API_KEY`
Rate Limits	Unspecified
Data Format	JSON
WM Endpoints	`/api/eia/[[...path]]` (catch-all proxy)
Tier	Free

Frontend Integration:

Oil & energy analytics panel
WTI/Brent crude prices
U.S. production (Mbbl/d)
Weekly inventory levels

Quirks:

Catch-all proxy forwards all sub-paths
Weekly trend detection

API Key Environment Variables

Required Keys (Minimum Viable Setup)

ACLED_ACCESS_TOKEN=           # ACLED conflict data
ACLED_EMAIL=                  # ACLED registered email
FINNHUB_API_KEY=              # Stock market data
FRED_API_KEY=                 # Federal Reserve economic data
GROQ_API_KEY=                 # Groq LLM (primary AI)

Optional Keys (Enhanced Features)

# AI Providers
OPENROUTER_API_KEY=           # LLM fallback

# Data Sources
NASA_FIRMS_API_KEY=           # Satellite fire detection
CLOUDFLARE_API_TOKEN=         # Internet outages (Enterprise)
ABUSEIPDB_API_KEY=            # IP reputation
WINGBITS_API_KEY=             # Premium aircraft data (commercial)
EIA_API_KEY=                  # U.S. energy data

# Humanitarian
HDX_APP_IDENTIFIER=           # OCHA HAPI (higher rate limits)

# Development
GITHUB_TOKEN=                 # 5000 req/h vs 60 unauthenticated

# Self-Hosted Services
WS_RELAY_URL=                 # AIS relay WebSocket URL
RELAY_SHARED_SECRET=          # Relay authentication

Enterprise/Commercial Tier Required

These services require paid plans:

Cloudflare Radar - Enterprise plan or standalone Radar API
Wingbits - Commercial agreement (premium ADS-B data)

Degradation Matrix

When external APIs fail, World Monitor degrades gracefully:

API	Fallback Strategy	User Impact
ACLED	Empty data array	Conflict panels blank
UCDP	24h cached data	Stale conflict classification
GDELT	502 passthrough	Panel error state
Finnhub	Stale cached data	Market data delayed
CoinGecko	Last-known values	Crypto prices outdated
Polymarket	CDN cache	Stale predictions
FRED	Upstash cache	Economic data delayed
USGS	CDN GeoJSON	Earthquake data delayed
NASA FIRMS	Cached/empty	Fire data missing
OpenSky	CDN snapshot	Aircraft positions stale
Cloudflare Radar	Empty outage list	May miss outages
Groq	OpenRouter fallback	Slower LLM responses
OpenRouter	Transformers.js	Browser-side inference
AIS Relay	Empty vessel array	No ship positions
Cyber Threat Sources	Source omitted	Other sources continue

Data Sources Overview

Source types and update frequencies

RSS Feeds

150+ feed domains and categories

Configuration

Environment variable setup guide

API Reference

Complete endpoint documentation

Overview

Services

Data Sources

​Overview

​Geopolitical Data APIs

​ACLED (Armed Conflict Location & Event Data)

​UCDP (Uppsala Conflict Data Program)

​GDELT (Global Database of Events, Language, and Tone)

​NGA MSI (Maritime Safety Information)

​Markets & Finance APIs

​Finnhub

​CoinGecko

​Polymarket (Gamma API)

​FRED (Federal Reserve Economic Data)

​Natural Events APIs

​USGS Earthquake Hazards

​NASA FIRMS (Fire Information for Resource Management System)

​NOAA Climate Monitoring

​Military & Security APIs

​OpenSky Network

​GPS Jamming (gpsjam.org)

​OREF (Israeli Home Front Command)

​Custom AIS Relay

​Cyber Threat Intelligence (5 Sources)

​AI / ML APIs

​Groq

​OpenRouter

​Infrastructure & Status APIs

​Cloudflare Radar

​FAA ASWS (Airport Status Web Service)

​Service Status Pages (33 Services)

​Humanitarian APIs

​UNHCR Population API

​HDX HAPI (Humanitarian API)

​WorldPop

​World Bank

​Content & Research APIs

​Hacker News (Firebase API)

​GitHub API

​ArXiv

​EIA (Energy Information Administration)

​API Key Environment Variables

​Required Keys (Minimum Viable Setup)

​Optional Keys (Enhanced Features)

​Enterprise/Commercial Tier Required

​Degradation Matrix

​Related Resources

Data Sources Overview

RSS Feeds

Configuration

API Reference

Build docs developers (and LLMs) love

Overview

Geopolitical Data APIs

ACLED (Armed Conflict Location & Event Data)

UCDP (Uppsala Conflict Data Program)

GDELT (Global Database of Events, Language, and Tone)

NGA MSI (Maritime Safety Information)

Markets & Finance APIs

Finnhub

CoinGecko

Polymarket (Gamma API)

FRED (Federal Reserve Economic Data)

Natural Events APIs

USGS Earthquake Hazards

NASA FIRMS (Fire Information for Resource Management System)

NOAA Climate Monitoring

Military & Security APIs

OpenSky Network

GPS Jamming (gpsjam.org)

OREF (Israeli Home Front Command)

Custom AIS Relay

Cyber Threat Intelligence (5 Sources)

AI / ML APIs

Groq

OpenRouter

Infrastructure & Status APIs

Cloudflare Radar

FAA ASWS (Airport Status Web Service)

Service Status Pages (33 Services)

Humanitarian APIs

UNHCR Population API

HDX HAPI (Humanitarian API)

WorldPop

World Bank

Content & Research APIs

Hacker News (Firebase API)

GitHub API

ArXiv

EIA (Energy Information Administration)

API Key Environment Variables

Required Keys (Minimum Viable Setup)

Optional Keys (Enhanced Features)

Enterprise/Commercial Tier Required

Degradation Matrix

Related Resources