
Claude Desktop
Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

pars-doe/autodocument
An MCP (Model Context Protocol) server that automatically generates documentation for code repositories by analyzing directory structures and code files using OpenRouter API.
{
"mcpServers": {
"autodocument": {
"command": "node",
"args": [
"/path/to/autodocument/build/index.js"
],
"env": {
"OPENROUTER_API_KEY": "<OPENROUTER_API_KEY>"
}
}
}
}OPENROUTER_API_KEYSmart Directory Analysis: Recursively analyzes directories and files in a code repository
Git Integration: Respects.gitignore patterns to skip ignored files
AI-Powered Documentation: Uses OpenRouter API (with Claude 3.7 by default) to generate comprehensive documentation
Test Plan Generation: Automatically creates test plans with suitable test types, edge cases, and mock requirements
Code Review: Performs senior developer-level code reviews focused on security, best practices, and improvements
Bottom-Up Approach: Starts with leaf directories and works upward, creating a coherent documentation hierarchy
Intelligent File Handling:
Progress Reporting: Provides detailed progress updates to prevent timeouts in long-running operations
Highly Configurable: Customize file extensions, size limits, models, prompts, and more
Extensible Architecture: Modular design makes it easy to add more auto-* tools in the future
generate_documentation
Generates comprehensive documentation for a code repository:
Details on this page are taken from the project's README. Open README
Clients mentioned in this server's README:

microsoft/playwright
Playwright is a framework for web automation and testing. It drives Chromium, Firefox, and WebKit with a single API — in your tests, in your scripts, and as a tool for AI agents.

yamadashy/repomix
Repomix is a tool that packs a codebase into an AI-friendly format, supporting local and remote repository processing and providing code compression, security checks and multiple output formats.

bytedance/UI-TARS-desktop
TARS is ByteDance's multimodal AI agent stack, shipping two projects: Agent TARS (a CLI and Web UI agent built on MCP) and UI-TARS-desktop (a desktop GUI agent).

ahujasid/blender-mcp
formerly blender-mcp — the PyPI package is now mcp-for-blender. Existing setups keep working; no config change is required. Read more.

microsoft/playwright-mcp
A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models.

comet-ml/opik
Opik is the open-source LLM observability and evaluation platform for AI agent tracing, LLM evaluation, prompt management, and production monitoring. Built by Comet. Apache-2.0 licensed, free to self-host the full platform, with 20,000+ GitHub stars.