World Monitor MCP Server

by worldmonitor Your server? Claim it

answering

World Monitor is answering right now. Last checked 5 min ago. It exposes 75 tools. Last commit 22 Sep 2026.

Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 75 tools.

Uptime history 51 days of history · worst day 95%

51 days agonow

98.9%

Uptime 24h

90 of 91 checks

Tools

read from the server

175 ms

Response time

average over 24h

87182

Stars

last commit 22 Sep 2026

What changed 58

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 9 August 2026. No other catalogue keeps this.

15 Sep a tool changed the parameters it asks for get_cyber_threats

11 Sep 14 tools changed the parameters they ask for get_climate_data, get_country_macro, get_cyber_threats and 11 more

8 Sep a tool appeared get_country_coverage

8 Sep a tool changed version

5 Sep 3 tools changed the parameters they ask for get_chokepoint_dependencies, get_resilience_indicators, get_supply_vulnerabilities

5 Sep a tool changed version

30 Aug 5 tools appeared get_chokepoint_dependencies, get_five_factor_scorecard, get_resilience_indicators and 2 more

30 Aug 5 tools changed the parameters they ask for get_airspace, get_country_brief, get_country_risk and 2 more

30 Aug 2 tool descriptions were rewritten get_market_data, get_news_intelligence

30 Aug a tool changed version

and 24 more, back to 9 August 2026

What the code does

We read the source, 9 h ago · tools taken from the live server · rules 3dff92dd89df

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Long encoded blob in source server/worldmonitor/military/v1/_shared.ts:9

const _HEX_PACKED = "473c0b800e89507fa07434c6704f803b769b0c404b87c8443b768648d8a4505f6743c91b49849187c8493b768387c8483b77ceae292b3b766d7a42a84a3613738bf0507f897a42a73b75ae152af587c8457585d43b75e987c825152bebe8065fae69d4468103497c9548088048da433b766f3b75bf4a35ceae6ce73b9bdf146634e…

Page executes code built at runtime public/wm-widget-sandbox.html:104

    document.write(e.data.html);

Dumps the whole environment pro-test/vite.config.ts:29, vite.config.ts:914

    __BUILD_HASH__: JSON.stringify(process.env.VERCEL_GIT_COMMIT_SHA ?? 'dev'),

Page loads a third-party script pro-test/index.html:315, blog-site/src/layouts/Base.astro:103

    <script async defer src="https://abacus.worldmonitor.app/script.js" data-website-id="e8800335-c853-46a8-8497-c993ed2f58bc" data-domains="worldmonitor.app,www.worldmonitor.app,happy.worldmonitor.app" data-exclude-search="true" nonce="wm-static-bootstrap"></script>

Sends data to a third-party sink convex/http.ts:648, shared/source-attribution-manifest.json:1164

      await fetch(`https://api.telegram.org/bot${botToken}/sendMessage`, {

In the project's build, not in the package

Found in continuous integration, deployment or infrastructure files, or in a neighbouring package of the same monorepo. None of this is installed when you add the server: it describes how the project is built and released. We list it because a leaked key in a build pipeline is still a real problem, but it is not something this server does on your machine.

Builds a database query by concatenation .github/workflows/build-desktop.yml:501

      - name: Generate and update release notes
        env:
          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 5 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add mcp --transport http https://worldmonitor.app/mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mcp": {
      "url": "https://worldmonitor.app/mcp"
    }
  }
}

~/.codex/config.toml

[mcp_servers.mcp]
url = "https://worldmonitor.app/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "mcp": {
      "url": "https://worldmonitor.app/mcp"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "mcp": {
      "url": "https://worldmonitor.app/mcp"
    }
  }
}

This endpoint answered with an authorization challenge. The server is running, and it signs you in through your browser: there is no API key to paste.

Available tools 75

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

country

get_country_brief

AI-generated per-country intelligence brief.

get_country_coverage

The country panel's own coverage timeline: recent country-relevant headlines plus the clustered incident timeline the Wo

get_country_macro

Per-country macroeconomic indicators from IMF WEO (~210 countries, monthly cadence).

get_country_risk

Structured risk intelligence for a specific country: the Composite Instability Index at cii.combinedScore (0-100), its f

chokepoint

get_chokepoint_dependencies

An absent score means insufficient coverage, never zero risk.

get_chokepoint_status

Live maritime chokepoint status: per-chokepoint vessel transit counts (10-min cadence), rolling transit summaries, per-p

five

get_five_factor_scorecard

Return the frozen v1 food, energy, demographics, technology, and defense scorecard for exactly one country or bloc.

list_five_factor_scorecards

List compact v1 scorecards; read hasScore first because false makes numeric zero an insufficient-data placeholder.

forecast

get_forecast_predictions

AI-generated geopolitical and economic forecasts from WorldMonitor's predictive models.

get_forecast_scorecard

Forecast resolution scorecard with calibration, Brier/log score, domain and generation-origin breakdowns, and pending/ju

intel

get_intel_timeline

Reverse-chronological read of WorldMonitor's accumulating intelligence-event history for one domain or country (Pro).

search_intel_history

Semantic search over WorldMonitor's accumulating store of past intelligence events (Pro), ranked by similarity.

military

get_military_posture

Theater posture assessment and military risk scores.

get_military_surge

Military surge watch: theater aircraft postures, foreign-presence detections, and seeder-computed surge alerts.

news

get_news_clusters

Current topic clusters over the live headline digest, computed with the same Jaccard clustering the dashboard uses.

get_news_intelligence

AI-classified geopolitical threat news summaries, GDELT intelligence signals, cross-source signals including physical-pr

supply

get_supply_chain_data

Dry bulk shipping stress index, customs revenue flows, and COMTRADE bilateral trade data.

get_supply_vulnerabilities

An absent score means insufficient evidence, never zero risk.

toronto

get_toronto_calls_attended

Bounded Toronto Police Service Calls for Service Attended annual aggregates.

get_toronto_reported_occurrences

Bounded Toronto Police Service Major Crime Indicators rows.

airspace

get_airspace

Live ADS-B aircraft over a country.

alert

get_alert_digest

Cross-domain alert digest: everything that tripped a threshold today, in one rollup.

analyze

analyze_situation

AI geopolitical situation analysis (DeductionPanel).

aviation

get_aviation_status

Airport delays, NOTAM airspace closures, and tracked military aircraft.

china

get_china_decision_signals

Return the bounded six-domain China decision-signal snapshot used by the public country summary.

classify

classify_event

Classify a supplied news headline or short text into a threat category and severity via the enum-validated WorldMonitor

climate

get_climate_data

Climate intelligence: temperature/precipitation anomalies (vs 30-year WMO normals), climate-relevant disaster alerts (Re

commodity

get_commodity_geo

Global mining sites with coordinates, operator, mineral type, and production status.

company

get_company_intelligence

Per-company corporate intelligence from SEC EDGAR and market data.

conflict

get_conflict_events

Active armed conflict events (UCDP, Iran), unrest events with geo-coordinates, and country risk scores.

consumer

get_consumer_prices

Per-country consumer-prices intelligence: 30-day overview, category-level inflation, retailer spread (essentials basket)

cyber

get_cyber_threats

Active cyber threat intelligence: malware IOCs (URLhaus, Feodotracker), CISA known exploited vulnerabilities, and active

defense

get_defense_industrial_base

Return one country's latest World Bank military-capacity indicators and SIPRI-derived five-year arms-supplier shares and

demographics

get_demographics_capability

Country demographics capability observations from UN WPP, World Bank/UNESCO UIS, and ILOSTAT.

describe

describe_tool

Return the full uncompressed definition of one tool by name.

displacement

get_displacement_data

Refugee and IDP counts by country (UNHCR annual data).

economic

get_economic_data

China macro: official-only 12-series; 5 NBS/SAFE ingestible, PBoC/GACC unavailable, no proxies; see launchReady/status.

energy

get_energy_intelligence

Energy supply, prices, storage, disruptions, and policy: EIA petroleum stocks, electricity prices (Ember), gas storage (

extract

extract_entities

Extract named entities deterministically — registry entities (companies, indices, commodities, crypto, sectors, countr

feed

list_x_feed

Curated public news-account posts from monitored X accounts.

flight

search_flight_prices_by_date

Search Google Flights date-grid pricing across a date range.

flights

search_flights

Search Google Flights for real-time flight options between two airports on a specific date.

focal

get_focal_points

Focal-point detection: entities where news coverage and live map signals converge, ranked by multi-signal score.

food

get_food_stocks

USDA PSD cereal stocks-to-use by marketing year.

generate

generate_forecasts

Generate live AI geopolitical and economic forecasts.

health

get_health_signals

Active disease outbreaks (WHO/ECDC etc.) and global air-quality station readings (OpenAQ/WAQI PM2.5).

hotspot

get_hotspot_escalation

Hotspot escalation scores: the 29 curated intelligence hotspots ranked by dynamic escalation on a 1-5 scale.

housing

get_eu_housing_cycle

Eurostat annual house price index (prc_hpi_a, base 2015=100) for all 27 EU members plus EA20 and EU27_2020 aggregates.

imd

get_imd_cyclone_marine

Bounded India Meteorological Department cyclone tracks, forecast wind radii, cones of uncertainty, and official port / s

industrial

get_eu_industrial_production

Eurostat monthly industrial production index (sts_inpr_m, NACE B-D industry excl.

infrastructure

get_infrastructure_status

Internet infrastructure health: Cloudflare Radar outages and service status for major cloud providers and internet servi

keyword

get_keyword_spikes

Keyword/CVE/APT spikes vs baseline, each with sourceNames and {title, source, link}.

maritime

get_maritime_activity

Live vessel traffic and maritime disruptions for a country's waters.

market

get_market_data

Real-time equity quotes, commodity prices, SGE physical-vs-COMEX premiums, physical-divergence regimes and trends, crypt

mineral

get_mineral_production

Who mines and who refines a commodity, with country shares and HHI.

natural

get_natural_disasters

Recent M4.5+ earthquakes (USGS and Earthquakes Canada / NRCan), active wildfires (NASA FIRMS), and natural hazard events

population

get_population_exposure

Population exposure: estimated people within the impact radius of active earthquakes, wildfires, and conflict events.

positive

get_positive_events

Positive geopolitical events: diplomatic agreements, humanitarian aid, development milestones, and peace initiatives wor

prediction

get_prediction_markets

Prediction markets: geopolitical/elections, tagged tech (AI/crypto/science), finance/economics or untagged fallback.

procurement

get_procurement_opportunities

Search open global public-procurement opportunities through the canonical Pro route.

quarterly

get_eu_quarterly_gov_debt

Eurostat quarterly general government gross debt (gov_10q_ggdebt, %GDP) for all 27 EU members plus EA20 and EU27_2020 ag

radiation

get_radiation_data

Radiation observation levels from global monitoring stations.

research

get_research_signals

Tech and research event signals: emerging technology events bootstrap data from curated research feeds.

resilience

get_resilience_indicators

Explain one country's resilience score across all 72 registered indicators.

sanctions

get_sanctions_data

OFAC SDN sanctioned entities list and sanctions pressure scores by country.

signal

get_signal_convergence

Geographic signal convergence: grid cells where protests, military activity, naval movements, and earthquakes co-occur.

similar

get_similar_events

Historical precedents for a situation you describe, drawn from WorldMonitor's accumulating event store (Pro).

simulate

simulate_infrastructure_cascade

Infrastructure cascade simulation: what fails downstream when a cable, chokepoint, pipeline, or port is disrupted.

social

get_social_velocity

Reddit geopolitical social velocity: top posts from worldnews, geopolitics, and related subreddits with engagement score

sources

get_sources

WorldMonitor's live source inventory, for deciding whether and how far to trust what the other tools return.

tariff

get_tariff_trends

Global trade and pricing indicators: US tariff trends (HTS-coded), BigMac index, FAO Food Price Index, and per-country n

temporal

get_temporal_anomalies

Temporal anomaly watch: current event counts vs day-of-week and seasonal baselines, scored by z-score severity.

test

get_test_site_seismicity

Nuclear test-site seismic monitor: USGS earthquakes near known test sites scored for proliferation concern.

world

get_world_brief

Citation-grounded world intelligence brief from the same precomputed news:insights:v1 snapshot used by the dashboard.

wto

get_wto_trade_flows

WTO merchandise trade flows for one reporting country versus the World, over a configurable year window.

Endpoints

URL	Transport	State	Latency	Checked
https://worldmonitor.app/mcp	streamable-http	sign-in	121 ms	5 min ago

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World Monitor — questions

Answers built from our own checks of this server.

What can World Monitor do?

It exposes 75 tools, read directly from the server on our last check. Among them: analyze_situation, classify_event, describe_tool, extract_entities, generate_forecasts, get_airspace and 69 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

What is World Monitor mostly used for?

Its tools cluster around country, news and forecast. That is what this server is built to work with — the grouping comes from the actual tool names, not from a category we assigned.

Is World Monitor working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 90 of 91 checks got a reply (98.9%), average response time 175 ms. The bar chart above shows every period we have measured.

How do I connect World Monitor?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You sign in through your browser once and the client keeps the session: no key to copy, and it refuses anonymous clients.

How do you sign in to World Monitor?

No API key is involved. World Monitor answers our knock with an OAuth challenge, so you authorise it once in your browser and the client keeps the session. That is also why we see no tool list: it will not describe itself to an anonymous client, and that is the server working as intended, not a fault.

How fast is World Monitor?

It answers our handshake in 175 ms on average, which is faster than 74% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is World Monitor open source?

Yes — it is published under the AGPL-3.0 licence, written in TypeScript, 87 182 stars on GitHub and 252 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.