Ross ROSS = Recommend OSS · open-source software intelligence for agents

apurvsinghgautam/robin

AI-Powered Dark Web OSINT Tool observed · 2026-08-28

github.com/apurvsinghgautam/robin · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

84/100

  • Activity 99
  • Release rhythm 93
  • Longevity 36
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 4.5
  • age_days: 512
  • days_rel: 49
  • days_push: 9
  • n_releases_24m: 25

Full methodology

Adoption not part of the score

6438 stars · 1230 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Robin is an AI-powered dark web OSINT investigation tool that uses LLMs to refine queries, filter results from dark web search engines, and generate investigation summaries. It provides a Streamlit web UI, conversational follow-ups grounded in investigation data, and supports multiple LLM providers including OpenAI, Claude, Gemini, and local models via Ollama.

Use cases

  • investigate dark web marketplaces and forums for threat intelligence
  • search the dark web for leaked credentials or data breaches
  • run OSINT investigations with AI-filtered dark web search results
  • generate investigation summaries and reports from dark web findings
  • ask follow-up questions about a dark web investigation without re-searching
  • use local LLMs like Ollama for private dark web research

When to choose

  • you need LLM-assisted dark web OSINT with an interactive web UI
  • you want to switch between cloud and local LLM providers for investigations
  • you need grounded conversational follow-ups and one-click query pivots during an investigation
  • you prefer a Docker-deployable tool with modular, extensible search and LLM workflows

When to avoid

  • you need general surface-web OSINT rather than dark web (Tor-based) search
  • you cannot or should not access dark web content in your jurisdiction
  • you need a fully automated pipeline without interactive investigation
  • you are unwilling to run Tor or expose queries to third-party LLM APIs

Facets

application · maturity active

osint search-engine web-scraping llm-inference rag chat-interface osint security artificial-intelligence large-language-models windows python self-hosted dark-web tor streamlit investigation multi-model-llm open-source-intelligence search linux docker web-server

1 source

Member repositories

RepositoryRoleHealth v2
apurvsinghgautam/robinmain84

For agents

markdown · JSON · MCP: product_card(name="apurvsinghgautam/robin")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem