DOC-Intelligence-MCP-SERVER

A Model Context Protocol (MCP) server that enables LLMs (like Claude) to dynamically search, scrape, and query libraries' official documentation using Google Serper and Groq.

Features

• Google Serper API Integration: Searches documentation sites for up-to-date information.

• Fast Web Scraping: Extracts page content cleanly using trafilatura.

• LLM Content Cleaning: Automatically cleans and strips HTML bloat from documentation pages using Groq (llama-3.1-8b-instant).

• Claude Integration: Instantly works as a tool within Claude Desktop or any other MCP client.

Supported Libraries (Configured Domains)

• uv (docs.astral.sh/uv)

• openai (platform.openai.com/docs)

• langchain (python.langchain.com/docs)

• llama-index (docs.llamaindex.ai/en/stable)

Setup

1. Requirements

Ensure you have uv installed.

2. Configure Environment Variables

Copy .env.example to .env and fill in your API keys:

cp .env.example .env

Inside .env:

• SERPER_API_KEY: Get one from Serper.dev

• GROQ_API_KEY: Get one from Groq Console

3. Run Locally (Testing)

You can run the test client to verify operations:

uv run client.py

Claude Desktop Integration

To add this tool to Claude, edit your claude_desktop_config.json configuration file:

Windows Path: %APPDATA%\Claude\claude_desktop_config.json

Add the server config under mcpServers:

{
  "mcpServers": {
    "docs-intelligence": {
      "command": "uv",
      "args": [
        "--directory",
        "C:/Users/SARAN KUMAR/OneDrive/Desktop/MCP SERVER -1",
        "run",
        "mcp_server.py"
      ]
    }
  }
}

Restart Claude Desktop, and you will see the get_docs tool available!