World Monitor MCP
Allows running AI models locally via Ollama for news synthesis and analysis without requiring external API keys.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@World Monitor MCPshow me the latest news on Ukraine conflict"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
World Monitor
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.
Related MCP server: worldmonitor-mcp
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.
Surface | Status | Notes |
| Stable | Public deployments built from this repo, actively maintained |
Desktop binaries (Windows / macOS Apple Silicon / macOS Intel / Linux AppImage) | Stable | One 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 devOpen 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.appSee the self-hosting guide for deployment options (Vercel, Docker, static).
Tech Stack
Category | Technologies |
Frontend | Vanilla TypeScript, Vite, globe.gl + Three.js, deck.gl + MapLibre GL |
Desktop | Tauri 2 (Rust) with Node.js sidecar |
AI/ML | Ollama / Groq / OpenRouter, Transformers.js (browser-side) |
API Contracts | Protocol Buffers and sebuf HTTP annotations |
Deployment | Vercel Edge Functions, Railway relay, Tauri, PWA |
Caching | Redis (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). Publictools/list;tools/callauthenticates with aX-WorldMonitor-Keyheader or OAuth. The server also publishes its Agent Skills through the draftio.modelcontextprotocol/skillsextension (skills/list,skills/get, andskill://…resource reads).REST API — base
https://api.worldmonitor.app, described by the OpenAPI spec.CLI — the official
worldmonitornpm package (source incli/):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_xxxSDKs — official zero-dependency client libraries mirroring the CLI: Python
worldmonitor-sdk(source insdk/python/), Rubyworldmonitor(sdk/ruby/), Gogithub.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 buildLicense
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 Case | Allowed? |
Personal / research / educational | Yes, under AGPL-3.0-only |
Self-hosted instance | Yes, under AGPL-3.0-only |
Fork and modify | Yes, share source under AGPL-3.0-only when required |
Commercial use / SaaS | Yes, under AGPL-3.0-only when you comply with AGPL obligations |
Private-source proprietary use or official branding rights | Separate 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
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
No tool schema history has been recorded yet.
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