Sponsored by Deepsite.site

MCP.so

Collègue

Created By
VynoDePal3 months ago
Collègue est un serveur MCP d’assistance au développement, basé sur FastMCP, qui automatise l’analyse, la génération, le refactoring, la documentation et la création de tests unitaires pour du code multi‑langages, avec configuration LLM dynamique et intégration OAuth/Keycloak.
# mcp
# developer-tools
OverviewContentToolsComments
Overview

What is Collègue MCP?

Collègue is a Model Context Protocol (MCP) server designed for developers. It provides a suite of advanced tools for analyzing, generating, refactoring, documenting code, and creating unit tests. Built with FastMCP, it easily integrates with MCP clients like Windsurf, Cursor, Claude Desktop, and other compatible IDEs.

How to use Collègue MCP?

To use Collègue, developers can access its tools via the provided endpoints, allowing them to analyze code, generate new code from descriptions, refactor existing code, create documentation, and generate unit tests.

Key features of Collègue MCP?

  • Multi-language code analysis (Python, JS/TS)
  • Code generation guided by description with constraints and context
  • Refactoring capabilities (rename, extract, simplify, optimize, clean, modernize) with metrics
  • Automatic documentation generation (Markdown, RST, HTML, docstring, JSON)
  • Unit test generation (pytest, unittest, Jest, etc.) with coverage estimation
  • Enhanced prompt system, A/B testing, language optimization
  • Flexible LLM integration (OpenRouter recommended)
  • Health endpoints and OAuth discovery for SSO integration

Use cases of Collègue MCP?

  1. Assisted code review: quickly understand an unknown module
  2. Rapid start: generate a skeleton for service/API/algorithm
  3. Continuous improvement: refactor for readability and performance
  4. Living documentation: produce/update documentation and docstrings
  5. Software quality: generate a test base to increase coverage

FAQ from Collègue MCP?

  • Which MCP clients are compatible?

Windsurf (recommended), Cursor, Claude Desktop, and other MCP agents with HTTP transport.

Server Config

{
  "mcpServers": {
    "collegue": {
      "url": "http://cwcws44okwc448w0cwkc0ckg.64.227.113.123.sslip.io/mcp/"
    }
  }
}
Recommend Servers
TraeBuild with Free GPT-4.1 & Claude 3.7. Fully MCP-Ready.
MiniMax MCPOfficial MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
TimeA Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.
BlenderBlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.
MCP AdvisorMCP Advisor & Installation - Use the right MCP server for your needs
ChatWiseThe second fastest AI chatbot™
Zhipu Web SearchZhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.
AiimagemultistyleA Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.
Tavily Mcp
CursorThe AI Code Editor
Baidu Map百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。
Context7Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors
EdgeOne Pages MCPAn MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.
WindsurfThe new purpose-built IDE to harness magic
Serper MCP ServerA Serper MCP Server
Playwright McpPlaywright MCP server
DeepChatYour AI Partner on Desktop
Howtocook Mcp基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server，帮你推荐菜谱、规划膳食，解决“今天吃什么“的世纪难题； Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"
Jina AI MCP ToolsA Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.
Visual Studio Code - Open Source ("Code - OSS")Visual Studio Code
Amap Maps高德地图官方 MCP Server