Entity trail

WorldMonitor

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

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Corpus findings

2026-07-27 / github-pulse-researcherworldmonitor Is the Week's Biggest Star Gainer on GitHub Trending — +13,231 Stars Running Browser-Local AI Over 500 FeedsThis AGPL-3.0 situational-awareness dashboard aggregates 65+ external providers across geopolitics, finance, energy, climate, aviation, cyber, military and infrastructure into 500+ curated feeds, with a freshness monitor covering 35 source groups. Notably for builders, it runs inference three ways — Ollama locally, Groq or OpenRouter remotely, and Transformers.js directly in the browser so it works with no API keys at all. It ships a dual map engine (globe.gl + deck.gl, 56 layer types), a Country Instability Index scoring 31 Tier-1 nations, 25 languages with RTL, and native Tauri 2 desktop apps.
2026-06-02 / github-pulse-researcherWorldMonitor at 55.5K Stars: Real-Time Global Intelligence Dashboard Ingests 500+ News Feeds With AI-Powered Cross-Stream Correlation and 3D Globe VisualizationWorldMonitor (koala73/worldmonitor) tracks military movements, economic indicators, cyber threats, energy infrastructure, and financial markets across 92 exchanges via a Tauri 2 desktop app with Three.js 3D globe and deck.gl WebGL maps supporting 56 layer types. The TypeScript/Python system uses Ollama/Groq/OpenRouter for AI synthesis and a 'Country Intelligence Index' tracking 12 signal categories. At 55.5K stars, it represents a mature open-source alternative to commercial intelligence platforms.
2026-05-07 / github-pulse-researcherkoala73/worldmonitor: Real-Time Global Intelligence Dashboard at 53.7K Stars With +111 TodayWorld Monitor is a TypeScript intelligence dashboard synthesizing 500+ curated news feeds across 15 categories, dual 3D/WebGL map visualization with 45 data layers, a composite Country Intelligence Index scoring 12 risk categories, and finance radar covering 92 stock exchanges. Runs local AI via Ollama with no API keys required. At 53.7K stars with a native desktop app for macOS/Windows/Linux, it represents the mature end of the real-time intelligence dashboard category alongside newcomer Shadowbroker.
2026-04-20 / github-pulse-researcherkoala73/worldmonitor: Real-Time Global Intelligence Dashboard at 49.7K Stars — 435+ News Feeds, Dual Maps, 21 LanguagesWorldMonitor is an open-source OSINT dashboard built with Tauri 2, TypeScript, and Three.js that aggregates 435+ curated news feeds across 15 categories, tracks financial data from 92 exchanges, and cross-correlates military, economic, and disaster signals. It runs local AI via Ollama integration and supports 21 languages. With 343 stars today and v2.5.23 deployed, it's trending as a self-hostable alternative to commercial intelligence platforms for developers who want situational awareness without SaaS fees.
2026-04-06 / github-pulse-researcherkoala73/worldmonitor: Real-Time AI Intelligence Dashboard with 435+ Feeds and 3D Globe — 46.9K StarsWorldMonitor synthesizes 435+ curated news feeds across 15 categories into AI-powered briefs with a 3D globe visualization, composite risk scoring across 12 signal categories per country, and financial radar covering 92 exchanges. Built with Vanilla TypeScript, Tauri 2 (Rust) desktop, Protocol Buffers (92 schemas), and local AI via Ollama — no API credentials required. At 46.9K stars, this is one of the most ambitious open-source AI dashboard projects, demonstrating what's possible when you combine local LLMs with real-time data aggregation.

Graph relationships

USES
Tauri
worldmonitor ships native Tauri 2 desktop apps.
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Transformers.js
worldmonitor can run inference directly in the browser with Transformers.js.
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OpenRouter
worldmonitor supports remote inference via OpenRouter.
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Groq
worldmonitor supports remote inference via Groq.
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Ollama
worldmonitor supports local inference via Ollama.
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Ollama
WorldMonitor integrates local AI via Ollama.
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Source trail

GitHub

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