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mcp-ragdocs

by hannesrudolph · hannesrudolph/mcp-ragdocs

MCP server for retrieving and processing documentation through vector search - drop-in RAG for any docs.

mcp-ragdocs is a Model Context Protocol server by hannesrudolph. MCP server for retrieving and processing documentation through vector search - drop-in RAG for any docs. See the source repo for setup, supported clients, and configuration details.

Why use it

Key features

Live Demo

What it looks like in practice

mcp-ragdocs.replay ▶ ready
0/0

Install

Pick your client

~/Library/Application Support/Claude/claude_desktop_config.json  · Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "mcp-ragdocs": {
      "command": "TODO",
      "args": [
        "See README: https://github.com/hannesrudolph/mcp-ragdocs"
      ]
    }
  }
}

Open Claude Desktop → Settings → Developer → Edit Config. Restart after saving.

~/.cursor/mcp.json · .cursor/mcp.json
{
  "mcpServers": {
    "mcp-ragdocs": {
      "command": "TODO",
      "args": [
        "See README: https://github.com/hannesrudolph/mcp-ragdocs"
      ]
    }
  }
}

Cursor uses the same mcpServers schema as Claude Desktop. Project config wins over global.

VS Code → Cline → MCP Servers → Edit
{
  "mcpServers": {
    "mcp-ragdocs": {
      "command": "TODO",
      "args": [
        "See README: https://github.com/hannesrudolph/mcp-ragdocs"
      ]
    }
  }
}

Click the MCP Servers icon in the Cline sidebar, then "Edit Configuration".

~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "mcp-ragdocs": {
      "command": "TODO",
      "args": [
        "See README: https://github.com/hannesrudolph/mcp-ragdocs"
      ]
    }
  }
}

Same shape as Claude Desktop. Restart Windsurf to pick up changes.

~/.continue/config.json
{
  "mcpServers": [
    {
      "name": "mcp-ragdocs",
      "command": "TODO",
      "args": [
        "See README: https://github.com/hannesrudolph/mcp-ragdocs"
      ]
    }
  ]
}

Continue uses an array of server objects rather than a map.

~/.config/zed/settings.json
{
  "context_servers": {
    "mcp-ragdocs": {
      "command": {
        "path": "TODO",
        "args": [
          "See README: https://github.com/hannesrudolph/mcp-ragdocs"
        ]
      }
    }
  }
}

Add to context_servers. Zed hot-reloads on save.

claude mcp add mcp-ragdocs -- TODO 'See README: https://github.com/hannesrudolph/mcp-ragdocs'

One-liner. Verify with claude mcp list. Remove with claude mcp remove.

Use Cases

Real-world ways to use mcp-ragdocs

Use mcp-ragdocs for its primary workflow

👤 Developers using AI coding agents ⏱ ~10 min beginner

When to use: You need the capability: MCP server for retrieving and processing documentation through vector search - drop-in RAG for any docs.

Prerequisites
  • MCP server installed — See https://github.com/hannesrudolph/mcp-ragdocs for install instructions
Flow
  1. Install
    Install mcp-ragdocs following the README at https://github.com/hannesrudolph/mcp-ragdocs✓ Copied
    → MCP server appears in your client's available tools/skills
  2. Invoke
    Use mcp-ragdocs to complete the task described in its docs.✓ Copied
    → Agent calls the relevant tool/skill and returns a result

Outcome: Working integration with the capabilities advertised by the project.

Pitfalls
  • README is the source of truth; details here may lag upstream — Check https://github.com/hannesrudolph/mcp-ragdocs for the latest setup steps and tool list

More

Resources

📖 Read the official README on GitHub

🐙 Browse open issues

🔍 Browse all 400+ MCP servers and Skills