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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/worldmonitor

If the server publishes to npm under a different name, use that package instead โ€” check the repo README.

About this skill
๐Ÿ”Œ

MCP Server

Model Context Protocol server

Quality Score

98/100

Category

Operations

Supported Platforms

Claude Code
Claude Desktop

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.

Substance
30/30
Structure
18/20
Description
15/15
Adoption
20/20
Freshness
15/15

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 found

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.

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.

SkillScoreStarsUpdatedFormat
worldmonitor (this skill)by koala739890.2ktodayMCP Server
Agent-Reachby Panniantong100109.3ktodayCLAUDE.md
headroomby headroomlabs-ai10079.0ktodayCLAUDE.md
CowAgentby zhayujie10047.8k1d agoCLAUDE.md
Scraplingby D4Vinci10098.3ktodayMCP 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.

World Monitor

็ฎ€ไฝ“ไธญๆ–‡ | ๆ—ฅๆœฌ่ชž | ะ ัƒััะบะธะน

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

GitHub stars License: AGPL v3 TypeScript Last commit Latest release npm: worldmonitor skills.sh

<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>&nbsp; <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>&nbsp; <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>&nbsp; <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>&nbsp; <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>&nbsp; <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>&nbsp; <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>&nbsp; <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>&nbsp; <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>&nbsp; <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>&nbsp; <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>&nbsp; <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>&nbsp; <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> &nbsp;ยท&nbsp; <a href="https://github.com/koala73/worldmonitor/releases/latest"><strong>Releases</strong></a> &nbsp;ยท&nbsp; <a href="https://www.worldmonitor.app/docs/contributing"><strong>Contributing</strong></a> </p>

World Monitor Dashboard


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). 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://โ€ฆ resource reads).

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

  • CLI โ€” the official worldmonitor npm package (source in cli/):

    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 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 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=koala73

Truncated for display โ€” read the full file on GitHub.

Related Skills

View on GitHub
GitHub Stars90.2k
CategoryOperations
Updated3h ago
Forks14.0k

Languages

TypeScript

Trust signals

100/100

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.

No cautions
worldmonitor โ€” MCP Server: Install & Safety Check | SkillAgent