khashashin

khashashin / ogi

Public

Open Source Link Analysis & OSINT Framework

ogi.khas.app
21
2
100% credibility
Found Mar 08, 2026 at 21 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

OGI is an open-source visual investigation tool for linking entities like domains, IPs, and people using enrichment transforms and interactive graphs.

How It Works

1
🔍 Discover OGI

You find OGI, a free tool for mapping connections and investigating links between people, places, and online info.

2
🚀 Start it up

Download and launch your personal investigation board with a simple setup that works on your computer.

3
📋 Create a new investigation

Make a new board for your case and start adding names, websites, or addresses as dots on the map.

4
🔗 Connect and enrich dots

Drag lines between related items and use built-in tools to automatically find emails, locations, or owners.

5
📊 Explore the web of connections

Zoom around your interactive map to spot patterns, clusters, and hidden links.

✅ Share your findings

Export your map or invite friends to collaborate live, ready to present your discoveries.

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Star Growth

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AI-Generated Review

What is ogi?

OGI is a free, self-hostable link analysis software for building interactive link analysis charts and diagrams. Drop in entities like domains, IPs, emails, or hashes, then run 20+ built-in OSINT transforms—DNS lookups, WHOIS, geolocation, cert transparency—to expand your link graph analysis automatically. Export to JSON, CSV, GraphML, or MTGX; analyze with centrality metrics and community detection; all via a React frontend backed by Python/FastAPI, with Docker one-command deploys and a CLI for transform management.

Why is it gaining traction?

Unlike paid link analysis tools, OGI offers a Transform Hub to install community plugins for custom enrichment, plus real-time collaboration and async job queues with WebSocket updates. It imports MTGX graphs directly, bridging tools like Maltego, and runs locally with SQLite or scales to PostgreSQL/Redis. Developers link it to GitHub via the registry for easy plugin discovery, making link analysis in data mining or malware hunts feel seamless.

Who should use this?

OSINT investigators chasing link analysis malware campaigns, threat hunters mapping actor networks, or security teams doing link analysis information retrieval on IOCs. Ideal for solo analysts needing quick link analysis diagrams without vendor lock-in, or teams sharing projects via Supabase realtime.

Verdict

Early alpha with solid Docker/CLI setup and test coverage, but only 19 stars and 1.0% credibility signal it's unproven—expect bugs. Grab it for free link analysis tools if you want open-source graph viz without subscriptions; contribute transforms to accelerate maturity.

(198 words)

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