worldmonitor
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
Install / Use
claude mcp add koala73 -- npx -y github:koala73/worldmonitorIf the server publishes to npm under a different name, use that package instead โ check the repo README.
MCP Server
Model Context Protocol server
Quality Score
Category
OperationsSupported Platforms
Tags
Our assessment of worldmonitor
worldmonitor scores 98/100 on our quality scale, 8th of 752 Operations skills we index (top 2%).
Its MCP Server is 13 KB long, well organised into 14 sections with 3 code examples: a thorough specification that gives an agent plenty to work with.
With 90,241 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated today, so worldmonitor is actively maintained.
- Our last check on 2026-10-20 found the source still online.
- It is released under AGPL-3.0, a copyleft license: you can use it, but modified versions you distribute must carry the same license.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit โ read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk โ read a skill before letting an agent act on it.
worldmonitor compared with similar skills
All 4 of these similar skills score higher than worldmonitor; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| worldmonitor (this skill)by koala73 | 98 | 90.2k | today | MCP Server |
| Agent-Reachby Panniantong | 100 | 109.3k | today | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 79.0k | today | CLAUDE.md |
| CowAgentby zhayujie | 100 | 47.8k | 1d ago | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 98.3k | today | MCP Server |
Frequently asked questions
- How do I install worldmonitor?
- Run
claude mcp add koala73 -- npx -y github:koala73/worldmonitor. The install tabs above show the steps for each supported agent. - Which AI agents does worldmonitor work with?
- It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
- Is worldmonitor safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It is AGPL-3.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is worldmonitor still maintained?
- The repository was last updated today, so worldmonitor is actively maintained.
Skill content
View source on GitHubWorld Monitor
็ฎไฝไธญๆ | ๆฅๆฌ่ช | ะ ัััะบะธะน
Real-time global intelligence dashboard โ AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
<p align="center"> <a href="https://www.worldmonitor.app"><img src="https://img.shields.io/badge/Web_App-worldmonitor.app-blue?style=for-the-badge&logo=googlechrome&logoColor=white" alt="Web App"></a> <a href="https://tech.worldmonitor.app"><img src="https://img.shields.io/badge/Tech_Variant-tech.worldmonitor.app-0891b2?style=for-the-badge&logo=googlechrome&logoColor=white" alt="Tech Variant"></a> <a href="https://finance.worldmonitor.app"><img src="https://img.shields.io/badge/Finance_Variant-finance.worldmonitor.app-059669?style=for-the-badge&logo=googlechrome&logoColor=white" alt="Finance Variant"></a> <a href="https://commodity.worldmonitor.app"><img src="https://img.shields.io/badge/Commodity_Variant-commodity.worldmonitor.app-b45309?style=for-the-badge&logo=googlechrome&logoColor=white" alt="Commodity Variant"></a> <a href="https://happy.worldmonitor.app"><img src="https://img.shields.io/badge/Happy_Variant-happy.worldmonitor.app-f59e0b?style=for-the-badge&logo=googlechrome&logoColor=white" alt="Happy Variant"></a> <a href="https://energy.worldmonitor.app"><img src="https://img.shields.io/badge/Energy_Variant-energy.worldmonitor.app-eab308?style=for-the-badge&logo=googlechrome&logoColor=white" alt="Energy Variant"></a> </p> <p align="center"> <a href="https://www.npmjs.com/package/worldmonitor"><img src="https://img.shields.io/npm/v/worldmonitor?style=for-the-badge&logo=npm&logoColor=white&label=npm%20i%20worldmonitor&color=CB3837" alt="npm i worldmonitor"></a> <a href="https://www.npmjs.com/package/worldmonitor"><img src="https://img.shields.io/badge/CLI-npx%20worldmonitor-CB3837?style=for-the-badge&logo=npm&logoColor=white" alt="npx worldmonitor"></a> <a href="https://pypi.org/project/worldmonitor-sdk/"><img src="https://img.shields.io/pypi/v/worldmonitor-sdk?style=for-the-badge&logo=pypi&logoColor=white&label=pip%20install%20worldmonitor-sdk&color=3775A9" alt="pip install worldmonitor-sdk"></a> <a href="https://rubygems.org/gems/worldmonitor"><img src="https://img.shields.io/gem/v/worldmonitor?style=for-the-badge&logo=rubygems&logoColor=white&label=gem%20install%20worldmonitor&color=E9573F" alt="gem install worldmonitor"></a> <a href="https://pkg.go.dev/github.com/koala73/worldmonitor/sdk/go"><img src="https://img.shields.io/badge/go%20get-sdk%2Fgo-00ADD8?style=for-the-badge&logo=go&logoColor=white" alt="go get github.com/koala73/worldmonitor/sdk/go"></a> </p> <p align="center"> <a href="https://www.worldmonitor.app/api/download?platform=windows-exe"><img src="https://img.shields.io/badge/Download-Windows_(.exe)-0078D4?style=for-the-badge&logo=windows&logoColor=white" alt="Download Windows"></a> <a href="https://www.worldmonitor.app/api/download?platform=macos-arm64"><img src="https://img.shields.io/badge/Download-macOS_Apple_Silicon-000000?style=for-the-badge&logo=apple&logoColor=white" alt="Download macOS ARM"></a> <a href="https://www.worldmonitor.app/api/download?platform=macos-x64"><img src="https://img.shields.io/badge/Download-macOS_Intel-555555?style=for-the-badge&logo=apple&logoColor=white" alt="Download macOS Intel"></a> <a href="https://www.worldmonitor.app/api/download?platform=linux-appimage"><img src="https://img.shields.io/badge/Download-Linux_(.AppImage)-FCC624?style=for-the-badge&logo=linux&logoColor=black" alt="Download Linux"></a> </p> <p align="center"> <a href="https://www.worldmonitor.app/docs/documentation"><strong>Documentation</strong></a> ยท <a href="https://github.com/koala73/worldmonitor/releases/latest"><strong>Releases</strong></a> ยท <a href="https://www.worldmonitor.app/docs/contributing"><strong>Contributing</strong></a> </p>
What It Does
- Curated news feeds across global and regional categories, AI-synthesized into briefs
- Dual map engine โ 3D globe (globe.gl) and WebGL flat map (deck.gl) with a shared map-layer catalog
- Panel inventory โ concrete panel implementations across specialized variants
- Cross-stream correlation โ military, economic, disaster, and escalation signal convergence
- Country Instability Index (CII) โ live CII v8 scores, bands, and approximate 24-hour movement for 31 Tier-1 countries
- Finance radar โ stock exchanges, commodities, crypto, and a market composite
- Local AI โ 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.
| Surface | Status | Notes |
|---------|--------|-------|
| worldmonitor.app, tech., finance., commodity., happy., energy. | 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 โ 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 โ 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
| 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 โ
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://โฆresource reads). -
REST API โ base
https://api.worldmonitor.app, described by the OpenAPI spec. -
CLI โ the official
worldmonitornpm package (source incli/):npx worldmonitor tools # run ad-hoc โ 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 โ 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 ยท agent-skills manifest ยท 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 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 โ GitHub
Contributors
<a href="https://github.com/koala73/worldmonitor/graphs/contributors"> <img src="https://contrib.rocks/image?repo=koala73Truncated for display โ read the full file on GitHub.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit โ see the Safety scan above for what the skill file itself contains.
