OSINT is the process of collecting and analyzing publicly available information — through the internet, public records, and media — to produce useful intelligence. It is used in cybersecurity, investigative journalism, and security research.
Robin is an AI-powered OSINT tool specialized in the dark web. You give it a target (person, domain, or IP) and it searches deeply through dark web search engines, filters thousands of results, and gives you a smart, organized summary — with full support for local models like Ollama to protect your privacy.
Introduction
In the world of cybersecurity and intelligence research, information gathering (OSINT) has become one of the most important skills.
But the problem is always the same:
- How do you search the dark web safely without going through cloud services that leak your data?
- How do you get a smart, organized summary from thousands of pages?
- And how do you do all of this with complete privacy?
The smart solution is the Robin tool.
Robin is not just a search tool — it is an intelligent assistant that uses local AI models to read, filter, and summarize information on your behalf, with full support for dark web searching through the Tor network.
In this article I will explain:
- What Robin is and how it works
- Its main features
- Essential requirements before installation
- The correct installation method
What is Robin?
Robin is an open-source tool specialized in dark web OSINT using artificial intelligence.
The project has reached 4,400 stars on GitHub and 855 forks — proof of genuine interest from the cybersecurity community.
You give it a target and it automatically:
- Searches deeply through dark web search engines via Tor
- Runs smart, AI-optimized OSINT queries
- Filters thousands of results and extracts what matters
- Summarizes information in a smart, organized way
- Saves a complete investigation report
Robin's Main Features
- Dark web specialized — searches via Tor through dark web search engines
- Multi-model AI support — OpenAI, Claude, Gemini, or Ollama for free local deployment
- Simple web interface built with Streamlit
- Complete reports that can be saved and exported
- Extensible architecture — easy to add new search engines or models
- Clean installation via Docker
Essential Requirements Before Installation
⚠️ Essential requirement that cannot be skipped: Tor
Robin needs Tor to access the dark web — without it, it will not work.
Download the TOR browser: TOR
Install Tor:
# Linux / Windows (WSL)
apt install tor
# Mac
brew install tor
After installation, make sure Tor is running in the background before launching Robin.
Other requirements:
- Docker (recommended) or Python 3.10+
- API key for one of the models — or Ollama for free local deployment
Download Docker: Docker Desktop
Installation via Docker (Easiest and Cleanest)
Step 1 — Create a .env file:
Copy the sample file from the repository and add your API key:
OLLAMA_BASE_URL=http://host.docker.internal:11434
Step 2 — Pull the Robin image:
docker pull apurvsg/robin:latest
Step 3 — Run Robin:
docker run --rm \
-v "$(pwd)/.env:/app/.env" \
--add-host=host.docker.internal:host-gateway \
-p 8501:8501 \
apurvsg/robin:latest
Step 4 — Open your browser:
http://localhost:8501
A simple, interactive web interface will appear ready to use.
Installation via Python (For Developers)
If you prefer running directly without Docker:
# Make sure Tor is running first
pip install -r requirements.txt
streamlit run ui.py
Then open http://localhost:8501
What Do You Use Robin For?
- Security and intelligence research on the dark web
- Gathering information about suspicious domains or IP addresses
- Checking for data leaks
- Cybersecurity and threat research
- Investigative journalism on sensitive topics
⚠️ Important Warning — Ethical Use Only
Robin is a powerful tool designed exclusively for legal and educational purposes.
Accessing certain dark web content may be illegal depending on your country. Any illegal use is entirely your personal responsibility.
Always ensure compliance with all local and institutional laws before conducting any OSINT investigation.
Conclusion
Robin represents a smart step toward independent, local OSINT tools specialized in the dark web.
Instead of relying on cloud services that may leak your data or log your queries, you can now conduct deep, secure intelligence research inside your own device with free local AI models.
4,400 GitHub stars in a short time is clear proof that the cybersecurity community takes this tool very seriously.
Project link on GitHub: Robin
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