Koskamo

PinRAG MCP

PinRAG is a community-built MCP server that indexes diverse materials like PDFs, GitHub repos, YouTube videos, and Discord discussions into a shared RAG index. It allows AI assistants to query these materials with natural language and receive answers with precise citations pointing back to specific pages, timestamps, or files. It supports optional YouTube vision enrichment and configurable LLM providers.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

PinRAG MCP logo, by ndjordjevicCommunity listingLocal stdioSource reviewed; not executedPublished by ndjordjevic
Vendor documentation

What you can do with it

  • Index PDFs and local text files for retrieval
  • Query GitHub repositories with citation support
  • Search YouTube transcripts with optional vision
  • Index and search Discord discussion exports

Source and maintenance

Community listingRegistry 0.9.27
mcp-registry: io.github.ndjordjevic/pinrag@0.9.27Source repository
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

pinrag 0.9.27

pypiuvx
pinrag package definition
{
  "version": "0.9.27",
  "transport": "stdio",
  "identifier": "pinrag",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "runtimeArguments": [
    {
      "type": "positional",
      "value": "--refresh"
    },
    {
      "type": "positional",
      "value": "pinrag"
    }
  ],
  "environmentVariables": [
    {
      "name": "OPENROUTER_API_KEY",
      "format": "string",
      "isRequired": true,
      "description": "OpenRouter API key — required for the default chat LLM (PINRAG_LLM_PROVIDER defaults to openrouter). Get a key at openrouter.ai."
    },
    {
      "name": "PINRAG_PERSIST_DIR",
      "format": "string",
      "description": "Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd)."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "pinrag-mcp": {
      "command": "uvx",
      "args": [
        "pinrag==0.9.27"
      ],
      "env": {
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>",
        "PINRAG_PERSIST_DIR": "<YOUR_PINRAG_PERSIST_DIR>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "pinrag-mcp": {
      "command": "uvx",
      "args": [
        "pinrag==0.9.27"
      ],
      "env": {
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>",
        "PINRAG_PERSIST_DIR": "<YOUR_PINRAG_PERSIST_DIR>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "pinrag-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "pinrag==0.9.27"
      ],
      "env": {
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>",
        "PINRAG_PERSIST_DIR": "<YOUR_PINRAG_PERSIST_DIR>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "pinrag-mcp": {
      "command": "uvx",
      "args": [
        "pinrag==0.9.27"
      ],
      "env": {
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>",
        "PINRAG_PERSIST_DIR": "<YOUR_PINRAG_PERSIST_DIR>"
      }
    }
  }
}

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