Pinrag MCP Server

About

Security Report

What You'll Need

Set these up before or after installing:

Add this to your MCP configuration file:

{
  "mcpServers": {
    "io-github-ndjordjevic-pinrag": {
      "env": {
        "OPENAI_API_KEY": "your-openai-api-key-here",
        "PINRAG_PERSIST_DIR": "your-pinrag-persist-dir-here"
      },
      "args": [
        "--refresh",
        "pinrag"
      ],
      "command": "uvx"
    }
  }
}

Getting Started

Once installed, try these example prompts and explore these capabilities:

• 1"Index the PDFs in ./docs and summarize the deployment steps."
• 2"What does this repo say about authentication?" (after indexing a GitHub URL)
• 3Tool: `query_tool` — Ask questions over indexed documents with citations
• 4Tool: `add_document_tool` — Index local files, directories, or URLs (PDF, YouTube, GitHub, Discord export, etc.)
• 5Tool: `add_url_tool` — Index only via URL (YouTube video/playlist or GitHub repo); use `add_document_tool` for local paths
• 6Tool: `list_documents_tool` — See what is indexed
• 7Tool: `remove_document_tool` — Remove a document by ID from `list_documents_tool`

Reviews