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
500+ curated news feeds across 15 categories, AI-synthesized into briefs
Dual map engine — 3D globe (globe.gl) and WebGL flat map (deck.gl) with 56 map layer types
Cross-stream correlation — military, economic, disaster, and escalation signal convergence
Country Instability Index (CII) — server-authoritative CII v8 stress scoring for 31 Tier-1 countries
Finance radar — 29 stock exchanges, commodities, crypto, and 7-signal market composite
Local AI — run everything with Ollama, no API keys required
6 site variants from a single codebase (world, tech, finance, commodity, happy, energy)
Native desktop app (Tauri 2) for macOS, Windows, and Linux
25 languages with native-language feeds and RTL support
For the full feature list, architecture, data sources, and algorithms, see the documentation.
Related MCP server: BrunoSan AI News MCP Server
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 that switches variants in-app; current CI release targets are |
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 (290 protos, 35 services), sebuf HTTP annotations |
Deployment | Vercel Edge Functions (60+), 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.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 65+ external providers and APIs across geopolitics, finance, energy, climate, aviation, cyber, military, infrastructure, and news intelligence — surfaced through 500+ curated feeds and tracked by a freshness monitor covering 35 source groups. See the full data sources catalog for providers, feed tiers, and collection methods.
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
This server cannot be installed
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Related MCP Servers
- Alicense-qualityDmaintenanceMCP Server that gives AI assistants access to comprehensive country data from 250+ countries.Last updated1MIT
- Alicense-qualityDmaintenanceA Model Context Protocol server that exposes real-time AI news intelligence to AI agents and MCP-compatible clients, with 9 deterministic tools for search, trending, signals, and risk analysis.Last updatedApache 2.0
- Alicense-qualityBmaintenanceMCP server wrapping worldmonitor global intelligence dashboard, exposing 140 tools across 32 services for live market, geopolitical, military, cyber, climate, and supply chain data.Last updatedMIT
- Alicense-qualityBmaintenanceA persistent news intelligence MCP server that enables AI agents to fetch, store, deduplicate, embed, and semantically query news from Google News across 141 countries and 41 languages.Last updatedMIT
Related MCP Connectors
Live geolocated world-event intelligence and a Daily World Brief for AI agents.
MCP server for Mireye Earth — federal-source-cited geospatial data for any MCP-aware agent.
Autopilot MCP server for GEO analyses, reports, content, audits, memories and agents.
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/koala73/worldmonitor'
If you have feedback or need assistance with the MCP directory API, please join our Discord server