{
 "schema_version": 1,
 "generated": "2026-10-23",
 "repo": "koala73/worldmonitor",
 "name": "worldmonitor",
 "owner": "koala73",
 "slug": "koala73-worldmonitor",
 "github": "https://github.com/koala73/worldmonitor",
 "what": "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.",
 "why": "",
 "language": "TypeScript",
 "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"
 ],
 "audience_note": "Analysts, researchers, and developers who need current global situational awareness, or who want agents and scripts to query that data.",
 "risk": "dual-use",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Data and analytics",
 "url": "https://dedupedai.com/use-cases/koala73-worldmonitor/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "koala73-worldmonitor--check-country-risk-from-terminal",
   "title": "Check a country's instability risk from the terminal",
   "best": true,
   "url": "https://dedupedai.com/use-cases/koala73-worldmonitor/check-country-risk-from-terminal/",
   "json": "https://dedupedai.com/use-cases/u/koala73-worldmonitor/check-country-risk-from-terminal.json"
  },
  {
   "id": "koala73-worldmonitor--run-local-dashboard-with-ollama",
   "title": "Run a private local copy of the dashboard with Ollama",
   "best": false,
   "url": "https://dedupedai.com/use-cases/koala73-worldmonitor/run-local-dashboard-with-ollama/",
   "json": "https://dedupedai.com/use-cases/u/koala73-worldmonitor/run-local-dashboard-with-ollama.json"
  },
  {
   "id": "koala73-worldmonitor--give-ai-agent-live-world-data-via-mcp",
   "title": "Give an AI agent live world data through the MCP server",
   "best": false,
   "url": "https://dedupedai.com/use-cases/koala73-worldmonitor/give-ai-agent-live-world-data-via-mcp/",
   "json": "https://dedupedai.com/use-cases/u/koala73-worldmonitor/give-ai-agent-live-world-data-via-mcp.json"
  },
  {
   "id": "koala73-worldmonitor--pull-world-data-into-scripts-with-sdk",
   "title": "Pull world data into your own scripts with the SDKs",
   "best": false,
   "url": "https://dedupedai.com/use-cases/koala73-worldmonitor/pull-world-data-into-scripts-with-sdk/",
   "json": "https://dedupedai.com/use-cases/u/koala73-worldmonitor/pull-world-data-into-scripts-with-sdk.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}