World Monitor

MCP serverMonitoring & ops

World Monitor is an MCP server that gives an AI agent access to live signals about markets, conflicts, country risk, chokepoints, energy, and China-related decisions. It exposes 93 tools, so the agent can pull current information on these topics instead of relying only on what it already knows. Use it when you need an agent to monitor or reason about world events and conditions.

Then ask your AI: use World Monitor

Details

Available today. Use it as a step in a pipeline you build, or from your connected AI.

Have an MCP-compatible client or agent runtime that can connect to MCP servers.

What your AI can do with it

  • Track live market signals
  • Monitor conflicts and country risk
  • Watch chokepoints and energy conditions
  • Follow China decision signals
  • Access 93 tools for world monitoring

Getting started

  1. Have an MCP-compatible client or agent runtime that can connect to MCP servers.
  2. Add World Monitor as an MCP server in that client or runtime.
  3. Configure any required connection details for the server.
  4. Start the server and confirm the agent can see its tools.
  5. Ask the agent to use World Monitor tools for live world signals.

Install World Monitor

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user world-monitor 'https://worldmonitor.app/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://worldmonitor.app/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=world-monitor&config=eyJ1cmwiOiJodHRwczovL3dvcmxkbW9uaXRvci5hcHAvbWNwIn0=

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://worldmonitor.app/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add world-monitor --url 'https://worldmonitor.app/mcp'

    Run it once, then sign in with codex mcp login world-monitor if the server asks for an account.

From the project's README

As published by koala73/worldmonitor in README.md.

简体中文 | 日本語 | Русский

Real-time global intelligence dashboard — AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.


What It Does

  • Curated news feeds across global and regional categories, AI-synthesized into briefs
  • Dual map engine — 3D globe (globe.gl) and WebGL flat map (deck.gl) with a shared map-layer catalog
  • Panel inventory — concrete panel implementations across specialized variants
  • Cross-stream correlation — military, economic, disaster, and escalation signal convergence
  • Country Instability Index (CII) — live CII v8 scores, bands, and approximate 24-hour movement for 31 Tier-1 countries
  • Finance radar — stock exchanges, commodities, crypto, and a market composite
  • Local AI — run everything with Ollama, no API keys required
  • Site variants from a single codebase (world, tech, finance, commodity, happy, energy)
  • Native desktop app (Tauri 2) for macOS, Windows, and Linux
  • Multilingual UI with native-language feeds and RTL support

For the full feature list, architecture, data sources, and algorithms, see the documentation.


Support Status

All site variants and desktop binaries are built from a single codebase and ship from the same release process. The table below clarifies maintenance status so you know which surfaces are safe to depend on.

SurfaceStatusNotes
worldmonitor.app, tech., finance., commodity., happy., energy.StablePublic deployments built from this repo, actively maintained
Desktop binaries (Windows / macOS Apple Silicon / macOS Intel / Linux AppImage)StableOne Tauri binary for every variant — install World Monitor and switch to tech, finance, commodity, energy, or happy in-app. There is deliberately no per-variant download

Issues filed against any of the above are triaged from the same backlog — see the issues board for currently-open work.


Quick Start

git clone https://github.com/koala73/worldmonitor.git
cd worldmonitor
npm install
npm run dev

Open localhost:3000 (override the port with DEV_PORT in .env.local). The app runs with no environment variables.

Feature-specific data sources may require credentials. See .env.example for the full list.

For variant-specific development:

npm run dev:tech       # tech.worldmonitor.app
npm run dev:finance    # finance.worldmonitor.app
npm run dev:commodity  # commodity.worldmonitor.app
npm run dev:happy      # happy.worldmonitor.app
npm run dev:energy     # energy.worldmonitor.app

See the self-hosting guide for deployment options (Vercel, Docker, static).


Tech Stack

CategoryTechnologies
FrontendVanilla TypeScript, Vite, globe.gl + Three.js, deck.gl + MapLibre GL
DesktopTauri 2 (Rust) with Node.js sidecar
AI/MLOllama / OpenRouter, Transformers.js (browser-side)
API ContractsProtocol Buffers and sebuf HTTP annotations
DeploymentVercel Edge Functions, Railway relay, Tauri, PWA
CachingRedis (Upstash), 3-tier cache, CDN, service worker

Full stack details in the architecture docs.


Programmatic Access

World Monitor is built for agents and scripts as well as browsers:

  • MCP server — https://worldmonitor.app/mcp (Streamable HTTP). Public tools/list; tools/call authenticates with a X-WorldMonitor-Key header or OAuth. The server also publishes its Agent Skills through the draft io.modelcontextprotocol/skills extension (skills/list, skills/get, and skill://… resource reads).

  • REST API — base https://api.worldmonitor.app, described by the OpenAPI spec.

  • CLI — the official worldmonitor npm package (source in cli/):

    npx worldmonitor tools          # run ad-hoc — list every MCP tool (no key needed)
    npm install -g worldmonitor     # or install the `worldmonitor` (alias `wm`) command
    worldmonitor risk IR --api-key wm_xxx
    
  • SDKs — official zero-dependency client libraries mirroring the CLI: Python worldmonitor-sdk (source in sdk/python/), Ruby worldmonitor (sdk/ruby/), Go github.com/koala73/worldmonitor/sdk/go (sdk/go/). Guide: worldmonitor.app/docs/sdks.

Agent discovery files: llms.txt · agent-skills manifest · api-catalog. Get an API key at worldmonitor.app/pro.


Flight Data

Flight data provided graciously by Wingbits, the most advanced ADS-B flight data solution.


Data Sources

WorldMonitor aggregates attributed upstream sources across geopolitics, finance, energy, climate, aviation, cyber, military, infrastructure, and news intelligence. Curated feeds and freshness-tracked source groups are published in the full data sources catalog, with provider, feed-tier, license-posture, and collection-method details.


Contributing

Contributions welcome! See CONTRIBUTING.md for guidelines.

npm run typecheck        # Type checking
npm run build:full       # Production build

License

AGPL-3.0-only for the source code. Commercial use is permitted under the AGPL when you comply with its copyleft and source-availability terms.

Use CaseAllowed?
Personal / research / educationalYes, under AGPL-3.0-only
Self-hosted instanceYes, under AGPL-3.0-only
Fork and modifyYes, share source under AGPL-3.0-only when required
Commercial use / SaaSYes, under AGPL-3.0-only when you comply with AGPL obligations
Private-source proprietary use or official branding rightsSeparate commercial or trademark permission needed

See LICENSE for the full code license and docs/license.mdx for a plain-language summary. Commercial licensing is available as an alternative option for teams that need non-AGPL terms.

Copyright (C) 2024-2026 Elie Habib. All rights reserved.


Author

Elie Habib — GitHub

Contributors

Security Acknowledgments

We thank the following researchers for responsibly disclosing security issues:

  • Cody Richard — Disclosed three security findings covering IPC command exposure, renderer-to-sidecar trust boundary analysis, and fetch patch credential injection architecture (2026)

See our Security Policy for responsible disclosure guidelines.


Star History

Signals

GitHub stars
88k
Forks
13k
Last commit
Oct 2026

Questions

What kind of tool is World Monitor?
It is an MCP server. It provides 93 tools that let an AI agent access live signals about markets, conflicts, country risk, chokepoints, energy, and China decisions.
What can World Monitor help my agent do?
It lets the agent track live markets, conflicts, country risk, energy, and China-related signals through its 93 tools.
How many tools does World Monitor provide?
World Monitor provides 93 tools.
Do I need an MCP-compatible client to use World Monitor?
Yes. World Monitor is an MCP server, so you need an MCP-compatible client or agent runtime to connect to it.
Does World Monitor cover China decision signals?
Yes. China decision signals are one of the areas it covers, along with markets, conflicts, country risk, chokepoints, and energy.
Advanced
Delivery
World Monitor MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
app-worldmonitor-mcp
Source
github.com/koala73/worldmonitor
Hosted endpoint
https://worldmonitor.app/mcp