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What you can do with Worldmonitor

World Monitor is an open-source real-time dashboard that combines AI-summarized news, geopolitical monitoring, and infrastructure tracking, and exposes the same data through a web app, terminal dashboard, CLI, SDKs, and an MCP server.

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koala73/worldmonitor on GitHub

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Authorization notice. This tool is dual-use. Only use it on software, sites and systems you own or have explicit permission to test, and follow the relevant licenses and terms of service.

What do you want to do?

4 use cases

  • Check a country's instability risk from the terminal

    Look up a country's risk score from a shell command without opening a browser.

    View prompt
    Using the worldmonitor CLI from the worldmonitor repo, run `worldmonitor risk <COUNTRY_CODE> --api-key <API_KEY>` and return the risk output as text. Verify that the output names the country code you requested before reporting it.

  • Run a private local copy of the dashboard with Ollama

    Clone the repo and run the dashboard on your own machine with local AI.

    View prompt
    In the worldmonitor repo, run `npm install` and `npm run dev`, then open localhost:3000. Report whether the dashboard loads and whether news briefs appear. Verify that the AI summaries come from the Ollama setup described in the docs, not a hosted key.

  • Give an AI agent live world data through the MCP server

    Connect an agent to the World Monitor MCP endpoint to query current intelligence.

    View prompt
    Connect to the MCP server at https://worldmonitor.app/mcp with the header X-WorldMonitor-Key set to <API_KEY>. Call tools/list, pick the tool that best answers this question: <QUESTION>, and return the result. Verify that the tool name you used appears in the tools/list output before calling it.

  • Pull world data into your own scripts with the SDKs

    Call the REST API or an official SDK from Python, Ruby, or Go.

    View prompt
    Read the OpenAPI spec at https://worldmonitor.app/openapi.yaml, choose one endpoint that returns <DATA_TYPE>, and write a script that calls it at https://api.worldmonitor.app with the key <API_KEY>. Verify the HTTP status is 200 before saving the output.

How to use Worldmonitor

  1. Check you have what it needs: Node.js and npm for the CLI, terminal dashboard, or local dev server; A World Monitor API key from worldmonitor.app/pro for authenticated calls such as risk lookups and MCP tool calls; Ollama installed if you want the local AI option, since the README says it runs with no API keys.
  2. Open koala73/worldmonitor on GitHub and read the README and license.
  3. Run npm install -g worldmonitor
  4. Get an API key at Worldmonitor.app/pro
  5. Run worldmonitor risk IR --api-key wm_xxx and replace IR with the country code you need and wm_xxx with your key
  6. Run npx worldmonitor tools to list the available MCP tools; this needs no key

These steps come from our top use case, Check a country's instability risk from the terminal, which also has a copy-paste agent prompt.

Worldmonitor alternatives · Best AI repos for Data and analytics

About this repo

  • Who it is forAnalysts, researchers, and developers who need current global situational awareness, or who want agents and scripts to query that data.
  • Why it is hot
  • LanguageTypeScript
  • Sourcegithub.com/koala73/worldmonitor · Back to Hot repos

Requirements

  • Node.js and npm for the CLI, terminal dashboard, or local dev server
  • A World Monitor API key from worldmonitor.app/pro for authenticated calls such as risk lookups and MCP tool calls
  • Ollama installed if you want the local AI option, since the README says it runs with no API keys
  • Git for cloning the repo in the self-hosting path

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Questions about Worldmonitor

What is Worldmonitor?

World Monitor is an open-source real-time dashboard that combines AI-summarized news, geopolitical monitoring, and infrastructure tracking, and exposes the same data through a web app, terminal dashboard, CLI, SDKs, and an MCP server. It is an open-source project on GitHub: https://github.com/koala73/worldmonitor.

Who is Worldmonitor for?

Analysts, researchers, and developers who need current global situational awareness, or who want agents and scripts to query that data.

What can I do with Worldmonitor?

4 use cases so far, for example: Check a country's instability risk from the terminal; Run a private local copy of the dashboard with Ollama; Give an AI agent live world data through the MCP server. Each has steps and a copy-paste agent prompt.

What do I need to run Worldmonitor?

Node.js and npm for the CLI, terminal dashboard, or local dev server; A World Monitor API key from worldmonitor.app/pro for authenticated calls such as risk lookups and MCP tool calls; Ollama installed if you want the local AI option, since the README says it runs with no API keys; Git for cloning the repo in the self-hosting path.

What are alternatives to Worldmonitor?

Other hot AI repos in Data and analytics: Alpha Research OS, DBT Charts, Brandpose, Idx, Open Lakehouse Compute Fabric.

Is Worldmonitor safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.