Noureddine RAMDI / IRONSIGHT: A real-time OSINT dashboard aggregating 50+ public data sources with Next.js

Created Sat, 23 May 2026 20:41:14 +0000 Modified Sat, 23 May 2026 20:41:27 +0000

Noblerworks/IRONSIGHT

IRONSIGHT is a real-time OSINT command center dashboard built to stitch together a wide variety of open-source intelligence data into a single interactive web app. It aggregates data from over 50 public sources — including news RSS feeds, Telegram channels with automatic translation, live aircraft and naval vessel tracking, financial markets, and satellite fire alerts — all without requiring any API keys.

what IRONSIGHT does and how it is built

At its core, IRONSIGHT is a Next.js 16 application written in TypeScript. It uses Tailwind CSS for styling and Leaflet for interactive mapping. The dashboard’s main focus is aggregating and visualizing real-time intelligence data from multiple disparate sources.

The sources include 20+ RSS news feeds and 27 Telegram channels that are scraped and automatically translated from Hebrew, Arabic, and Farsi. It also tracks military aircraft via ADS-B signals and naval vessels, showing live positions on an interactive theater map. The map overlays missile trajectory arcs, range rings, and strike markers, visualizing missile activity in near real-time.

Beyond military tracking, IRONSIGHT taps into financial and commodity market data — defense contractor stocks, volatility indexes, gold and oil futures, and popular cryptocurrencies like BTC, ETH, SOL, and BNB. It even integrates prediction markets like Polymarket to surface conflict odds.

The NASA FIRMS satellite fire detection dataset is another interesting source, feeding real-time wildfire alerts into the dashboard.

Architecturally, IRONSIGHT is designed as a self-hostable, zero-API-key tool. It relies entirely on publicly accessible endpoints and unofficial data scraping rather than official APIs, which means it avoids the complexity of authentication but trades off robustness.

technical strengths and design tradeoffs

What sets IRONSIGHT apart technically is its ambitious integration of 50+ heterogeneous free data sources into a single reactive Next.js dashboard. This is no small feat, given the variations in data formats, update frequencies, and reliability.

The use of Next.js 16 and TypeScript provides a solid foundation for a modern, scalable React app with server-side rendering and static optimizations. Tailwind CSS ensures a consistent and responsive UI without heavy CSS frameworks.

Leaflet.js powers the interactive theater map, which is central to the dashboard’s military intelligence visualization. Missile trajectories, range rings, and live strike markers overlayed on a map require precise geospatial computations and performant rendering.

The Telegram integration is particularly interesting. IRONSIGHT scrapes 27 channels, automatically translating posts from Hebrew, Arabic, and Farsi. This implies a pipeline that fetches Telegram messages, processes them for translation, and updates the UI in near real-time.

The biggest tradeoff here is the reliance on scraping and unofficial endpoints instead of APIs. While this approach eliminates the need for API keys and complex authentication, it makes the system brittle to changes in the source formats or endpoints. The aggressive polling intervals (such as 5-second polling for missile alerts) increase the risk of rate limits or data inconsistency.

The dashboard’s architecture likely involves server-side data aggregation and caching to unify these sources before pushing updates to the frontend. However, this also means the backend must handle a substantial load of frequent data fetching and parsing.

Overall, the codebase appears to balance complexity and developer experience well, leveraging TypeScript’s type safety and Next.js’s routing and rendering capabilities. The UI’s responsiveness and the real-time data updates suggest careful attention to efficient state management and update patterns.

quick start

Getting IRONSIGHT up and running is straightforward if you have a Node.js environment set up. The repository provides a minimal quickstart:

npm install
npm run dev

This installs dependencies and runs the development server. You can then open http://localhost:3000 to see the dashboard in action locally.

No further configuration or API keys are needed, thanks to the zero-auth design relying on public data sources.

verdict

IRONSIGHT is a compelling demonstration of how far you can push a Next.js app to aggregate and visualize a large variety of free public OSINT data in real-time. Its zero-API-key approach lowers the barrier to entry, making it accessible for educational and research purposes.

That said, the reliance on scraping and unofficial endpoints introduces fragility. Changes in source formats or Telegram channel availability could break parts of the dashboard. The aggressive polling intervals could also pose scalability challenges in production or large deployments.

Developers interested in OSINT, real-time data aggregation, and interactive mapping will find IRONSIGHT’s architecture and integration techniques worth studying. It’s less suited for critical production use without additional robustness and error handling.

In short, IRONSIGHT is a solid example of a military-grade OSINT command center dashboard built with modern web technologies, showcasing practical tradeoffs when building data-rich real-time apps without official APIs.


→ GitHub Repo: Noblerworks/IRONSIGHT ⭐ 256 · TypeScript