pinrag
pinrag is an MCP server, listed under model apis. It reaches openrouter. It needs OPENROUTER_API_KEY to authenticate. Its repository has 2 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.
A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Code, and other AI assistants
Install
Read from pinrag’s own README, close to verbatim -- not written by us, and not guessed.
pip install pinrag
What it reaches, and what it needs
What it connects to
Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Code, and other AI assistants
pinrag compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| pinrag (this page) | openrouter | OPENROUTER_API_KEY | 2 | 2026-04-10 | MIT |
| llmtrim | openrouter(1 shared) | OPENROUTER_API_KEY | 254 | 2026-10-20 | MPL-2.0 |
| octomind | openrouter(1 shared) | OPENROUTER_API_KEY | 175 | 2026-10-22 | Apache-2.0 |
| openrouter-mcp-multimodal | openrouter(1 shared) | OPENROUTER_API_KEY | 101 | 2026-10-24 | Apache-2.0 |
| wet | credential, openrouter(1 shared) | CF_BROWSER_RENDERING_TOKEN, CREDENTIAL_SECRET, MCP_DCR_SERVER_SECRET, MCP_JWT_SIGNING_SECRET, MCP_RELAY_PASSWORD, OPENROUTER_API_KEY | 20 | 2026-10-26 | Apache-2.0 |
| wigolo | gemini, wigolo | GEMINI_API_KEY, WIGOLO_API_TOKEN, WIGOLO_GITHUB_TOKEN | 5,498 | 2026-10-22 | NOASSERTION |
Ranked by services in common with pinrag, then by stars. Figures are from each repository when we last read it.
Common questions about pinrag
- What does pinrag do?
- A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Code, and other AI assistants
- How do I install pinrag?
- Its own README gives this command: pip install pinrag. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does pinrag connect to, and what does it need?
- It reaches openrouter. The credentials we found in its source are OPENROUTER_API_KEY.
- Which AI clients can use pinrag?
- Its own description mentions Cursor and VS Code. That is a mention in its description, not a test we ran.
- Is pinrag official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 2 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-04-10.
- What licence does pinrag use?
- The repository declares the MIT licence.
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