MCP100 Assessment

Editorial verdict

World Monitor product MCP for live multi-domain global intelligence; distinct from its separate documentation-only MCP. Capabilities: Query supported conflict/geopolitical intelligence; Access supported market/economic data; Use supported aviation/maritime/cyber/climate/health intelligence; Invoke supported synthesis/forecasting tools where provided

Reviewed September 13, 2026

Task Fit

Mapped

Web search and research

Trust

Status warning

maintenance_source_health; tool_contract; install_supply_chain; advisory_freshness; adoption_evidence_presence

Maintenance

Recheck needed

The source snapshot needs another refresh before maintenance can be interpreted.

Popularity

Signals unavailable

No independently comparable adoption metric is currently stored.

Best for

Analysts who want World Monitor's live geopolitical, market, aviation, maritime, economic and related intelligence sources in MCP.

Not ideal for

Use cases that require source-by-source deterministic truth without validating World Monitor's underlying sources/timestamps.

Avoid if

Do not merge the product intelligence MCP with the separate Docs MCP, and do not treat LLM-derived synthesis/forecasting as authoritative fact without source validation.

Trade-offs

Promising signal, but it ranks below the current Selected/Watchlist admission cohort on maturity, uniqueness, publisher trust, security clarity, or MCP-native evidence.

Evidence scope

Evidence

Stale source snapshot - recheck needed

Popularity

No MCP-specific repository metric is stored

No MCP-specific package metric is stored

Stars observation date unavailable · Downloads observation date unavailable

Exact implementation repository metric.

Exact package is documented; download evidence is unavailable.

Maintenance

Publisher activity observed September 13, 2026

Stale source snapshot - recheck needed

Trust review

Source relationship: First-party MCP

Reviewed September 13, 2026

GitHub repository ↗GitHub repository ↗Evidence source 3 ↗

Evidence-backed setup

Install & Agents

Choose your MCP client. A client connects to the MCP server; the language model is selected inside that client. Only stored, source-backed configurations are shown.

Claude Desktop

Transport not recorded

Publisher documented

Connect to https://worldmonitor.app/mcp.

The publisher provides client-specific setup instructions.

Verify safely: Verify the client establishes an MCP session and can enumerate the server's advertised capabilities before any high-impact action.

Uninstall and revoke

Remove or disable this MCP server entry from the client configuration; revoke OAuth/API credentials when the connection created or used dedicated credentials.

Evidence & methodology

Publisher-documented setup is not the same as MCP100 execution testing. “MCP100 logic checked” means the stored configuration shape was reviewed, not that third-party MCP software was run.

Evidence checked 2026-09-13T00:00:00Z

Evidence 1 ↗

Read additional publisher installation details

From the publisher README

Publisher installation details

Original client setup and configuration retained from the publisher documentation.

View original README ↗

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).

Loading optional publisher installation details…

Show source-catalog configuration

Connect to https://worldmonitor.app/mcp.

Capability

What it does

World Monitor product MCP for live multi-domain global intelligence; distinct from its separate documentation-only MCP. Capabilities: Query supported conflict/geopolitical intelligence; Access supported market/economic data; Use supported aviation/maritime/cyber/climate/health intelligence; Invoke supported synthesis/forecasting tools where provided

Search & WebFinancial Services & InvestingGovernment & Public Sector

Representative uses

Analysts who want World Monitor's live geopolitical, market, aviation, maritime, economic and related intelligence sources in MCP.

Important limits

Use cases that require source-by-source deterministic truth without validating World Monitor's underlying sources/timestamps.

Context Footprint

Not measured yet

Estimated token footprint of the MCP tool schemas exposed to the agent.

Reviewed access

Access & risk

Review the exact access boundary before connecting this MCP to accounts, credentials, or sensitive data.

Authentication: Product MCP uses publisher account authorization (Pro OAuth and/or API-key access depending the current plan); the separate Docs MCP does not imply the same auth.
Permissions: Primarily intelligence/data retrieval and analysis according to current product tools; do not infer external execution authority.
Data handling: Queries, source-derived intelligence and any synthesis can flow through World Monitor and the connected AI client/provider.
Cost: Product MCP availability depends on World Monitor account/API tier; free docs access does not imply free product MCP access.
Risk and cautions: Heterogeneous-source provenance, freshness and model-assisted synthesis/forecast reliability require verification.

Related reviewed MCPs

Other options

Firecrawl MCP

MCP100 Selected

Search, scrape, crawl, and extract web content through Firecrawl.

Choose this instead if

Choose Firecrawl MCP instead if scraping and extracting public web pages.

Search, scrape, crawl, and extract web content through Firecrawl.

Compare with World Monitor View Firecrawl MCP details

Hugging Face MCP

MCP100 Selected

Search Hugging Face Hub resources and use explicitly enabled Jobs, sandboxes, and community Space tools.

Choose this instead if

Choose Hugging Face MCP instead if searching models, datasets, Spaces, papers, and Hugging Face documentation.

Search Hugging Face Hub resources and use explicitly enabled Jobs, sandboxes, and community Space tools.

Compare with World Monitor View Hugging Face MCP details

Perplexity MCP

MCP100 Selected

Connect compatible AI clients to Perplexity's documented MCP capabilities.

Choose this instead if

Choose Perplexity MCP instead if current web search and cited question answering with Perplexity APIs.

Recommended first-party Perplexity MCP for real-time search, question answering, reasoning, and deep research through a small four-tool surface.

Compare with World Monitor View Perplexity MCP details

Read publisher documentation

Publisher documentation

Publisher README

Original product, capability, tool, and usage documentation from the MCP publisher. Installation sections appear under Install & Agents.

View original README ↗

World Monitor

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.

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 — 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.

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). 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 ), Ruby (), Go (). Guide: .

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 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.

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

Loading optional publisher documentation…

FAQ

Is this an official MCP?

github:koala73 is listed as First-party MCP in MCP100’s current evidence.

Current official resources:

Publisher documentation ↗