GStars
    koala73

    koala73/worldmonitor

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

    ai
    analytics
    monitoring
    agent
    dashboard
    geopolitics
    mcp
    mcp-server
    TypeScript
    AGPL-3.0
    90.0K stars
    13.9K forks
    90.0K GitHub watchers
    Updated Nov 3, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    5 releases in the last 90 days, the latest 1 day ago, with 168 contributors on GitHub.

    Peaked at #4 in the weekly ranking the week of Jul 26, its best in the past year.

    Use Cases & Benefits

    • Provides a real-time global intelligence dashboard integrating AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified interface.
    • Delivers comprehensive situational awareness with multi-variant dashboards, local AI processing, and extensive geospatial data layers without cloud dependency.
    • Use for monitoring geopolitical events and military activities with interactive 3D and flat maps featuring 45 toggleable data layers and real-time risk scoring.
    • Use for tracking financial markets and macroeconomic signals via a dedicated finance variant with stock exchanges, central banks, and trade policy data.
    • Use for OSINT research and analysis with AI-synthesized briefs, local semantic headline indexing, and multi-language support including RTL languages.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    AGPL 3.0

    Network copyleft: like the GPL, and also triggered by offering the software over a network.

    Community files

    • README: present
    • Contributing guide: present
    • Code of conduct: present

    Watch-outs

    • AGPL-style copyleft also applies when the software is offered over a network.

    General guidance from repository metadata, not legal advice. How we score

    From the README

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

    All five variants run from a single codebase — switch between them with one click via the header bar.

    Excerpt from the koala73/worldmonitor README on GitHub (AGPL-3.0 license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Aug 6: +212Aug 7: +329Aug 8: +267Aug 9: +256Aug 10: +307Aug 11: +260Aug 12: +482Aug 13: +345Aug 14: +301Aug 15: +246Aug 16: +256Aug 17: +280Aug 18: +294Aug 19: +250Aug 20: +271Aug 29: +179Sep 1: +52Sep 17: +115Sep 20: +41Oct 9: +13Oct 23: +131

    +10,940 stars over 90 days across 32 snapshot days; best day +482 on Aug 12.

    Forks

    13.9K+2.1K

    Open issues

    352+2

    Compared with peers in AI

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth

    View category →
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