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MkDocs Material MCP Server

MkDocs Material MCP Server

by ojacques

MkDocs Material MCP Server

Model Context Protocol (MCP) server for documentation sites built with MkDocs Material.

This MCP server provides tools to search and retrieve documentation from any MkDocs Material-powered documentation site. By default, it connects to the MkDocs Material documentation itself.

Features

  • Search Documentation: Find relevant pages across the entire documentation site

  • Retrieve Pages: Get full page content in markdown format with source URLs

  • Multi-site Support: Configure multiple MkDocs Material sites simultaneously

  • Dynamic Tool Generation: Automatically creates MCP tools for each configured site

Related MCP server: MkDocs MCP Plugin

Prerequisites

Installation Requirements

  • Install uv from Astral or the GitHub README

  • Install Python 3.10 or newer using uv python install 3.10 (or a more recent version)

Installation

Kiro CLI

Configure the MCP server in your MCP client (like Kiro CLI) configuration (~/.kiro/settings/mcp.json):

{
  "mcpServers": {
    "mkdocs": {
      "command": "uvx",
      "args": ["mkdocs-mcp@latest"],
      "env": {
        "FASTMCP_LOG_LEVEL": "ERROR"
      },
      "disabled": false,
      "autoApprove": ["search_mkdocs-material", "get_mkdocs-material_page"]
    }
  }
}

Custom MkDocs Material Site

To use with your own MkDocs Material-powered documentation:

{
  "mcpServers": {
    "my-docs": {
      "command": "uvx",
      "args": ["mkdocs-mcp@latest"],
      "env": {
        "FASTMCP_LOG_LEVEL": "ERROR",
        "MKDOCS_SITES": "mysite=https://your-docs-site.com"
      },
      "disabled": false,
      "autoApprove": ["search_mysite", "get_mysite_page"]
    }
  }
}

Multiple Sites

Configure multiple MkDocs Material sites:

{
  "mcpServers": {
    "mkdocs-multi": {
      "command": "uvx",
      "args": ["mkdocs-mcp@latest"],
      "env": {
        "FASTMCP_LOG_LEVEL": "ERROR",
        "MKDOCS_SITES": "mkdocs-material=https://squidfunk.github.io/mkdocs-material,mysite=https://your-docs-site.com"
      },
      "disabled": false,
      "autoApprove": ["search_mkdocs-material", "get_mkdocs-material_page", "search_mysite", "get_mysite_page"]
    }
  }
}

Windows Installation

For Windows users, the MCP server configuration format is slightly different:

{
  "mcpServers": {
    "mkdocs": {
      "disabled": false,
      "timeout": 60,
      "type": "stdio",
      "command": "uv",
      "args": [
        "tool",
        "run",
        "--from",
        "mkdocs-mcp@latest",
        "mkdocs-mcp.exe"
      ],
      "env": {
        "FASTMCP_LOG_LEVEL": "ERROR"
      }
    }
  }
}

Environment Variables

Variable

Description

Default

FASTMCP_LOG_LEVEL

Logging level (DEBUG, INFO, WARNING, ERROR, CRITICAL)

WARNING

MKDOCS_SITES

Comma-separated list of site configurations in format key=url

mkdocs-material=https://squidfunk.github.io/mkdocs-material

Performance

Large Documentation Sites: Sites with very large search indexes use async loading with a 1.5-second timeout:

  • First search returns a "loading" message if index isn't ready

  • The LLM can retry the search (index loads in background)

  • Once loaded, the index is cached and searches are instant

Search Capabilities

This MCP server provides basic search functionality:

  • Phrase matching: Exact phrase matches are prioritized (highest relevance)

  • Word matching: Falls back to matching individual words when exact phrases don't match

  • Scoring: Results are ranked by relevance (exact matches first, then by word count)

The LLM interprets search results and provides meaningful answers, making up for the simpler search algorithm with intelligent result processing.

Corporate Network Support

For corporate environments with proxy servers:

{
  "env": {
    "HTTPS_PROXY": "http://proxy.company.com:8080",
    "HTTP_PROXY": "http://proxy.company.com:8080"
  }
}

For authenticated proxies:

{
  "env": {
    "HTTPS_PROXY": "http://username:password@proxy.company.com:8080"
  }
}

Basic Usage

Example queries:

  • "Search MkDocs Material documentation for admonitions"

  • "How do I use code blocks in MkDocs Material?"

  • "What are the customization options for MkDocs Material?"

About MkDocs Material

MkDocs Material is a powerful documentation framework built on top of MkDocs. This MCP server works with any documentation site built using MkDocs Material.

Development

From Source

git clone https://github.com/ojacques/mkdocs-mcp.git
cd mkdocs-mcp
pip install -e .
mkdocs-mcp

Running Tests

# Install with dev dependencies
pip install -e ".[dev]"

# Run tests
pytest -v

# Run tests with coverage
pytest --cov=mkdocs_mcp --cov-report=html

Tests are automatically run on push and pull requests via GitHub Actions.

Publishing

This package is automatically published to PyPI when a new release is created on GitHub:

  1. Update version in pyproject.toml

  2. Create a new release on GitHub with a tag (e.g., v0.1.0)

  3. GitHub Actions will automatically build and publish to PyPI

Note: Requires PyPI trusted publishing to be configured for the repository.

License

MIT

Available Tools

2 tools
get_mkdocs-material_pageA

Get page from mkdocs-material documentation. Returns 'url' field that MUST be included in responses to users.

Inputs: location (required). Returns: object

search_mkdocs-materialA

Search mkdocs-material documentation. Returns results with 'url' field that MUST be included in responses to users.

Inputs: query (required), limit. Returns: result

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.7/5.0

    Scored across 2 tools

    Disambiguation5/5

    Search and get page have clearly distinct purposes: one retrieves search results across the documentation, the other fetches a specific page. There is no meaningful overlap in action or expected usage.

    Naming Consistency4/5

    Both tools follow a snake_case verb-plus-product pattern: search_mkdocs-material and get_mkdocs-material_page. The only minor inconsistency is that the second tool includes '_page' while the first does not, but the naming remains predictable.

    Tool Count3/5

    Two tools is a thin surface, though search and page retrieval are the core operations for documentation lookup. This fits a narrow, focused server but sits at the low end of the appropriate range.

    Completeness4/5

    The pair covers the essential documentation workflow: discover relevant results via search, then retrieve a specific page. Missing broader navigation or listing capabilities is a minor gap, but typical documentation lookups are fully supported.

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