# Development Tool

This is an AI Development Assistant MCP Server project that provides intelligent coding assistance tools, including code architecture generation, UI screenshot analysis, and code review functions. It is mainly used for tutorial demonstrations rather than production environments.

The i18n MCP Server is a powerful internationalization tool that automatically translates JSON language files using a language model through the server interface, simplifying the management process of multi - language projects.

A local code indexing and semantic search tool

A server based on the Model Context Protocol that provides Markdown - to - HTML conversion functionality

Zen MCP is a multi-model AI collaborative development server that provides enhanced workflow tools and cross-model context management for AI coding assistants such as Claude and Gemini CLI. It supports seamless collaboration of multiple AI models to complete development tasks such as code review, debugging, and refactoring, and can maintain the continuation of conversation context between different workflows.

A universal MCP server project for invoking APIs and providing a simple echo tool, supporting operations via VS Code and GitHub Copilot.

The AutoNavi Map Navigation MCP tool is an interactive map navigation system based on FastAPI and fastmcp, supporting three navigation modes: driving, cycling, and walking. It realizes real-time route planning and session management through WebSocket and is only for local development testing.

A Codecov Model Context Protocol server based on TypeScript that provides code coverage analysis tools and test suggestion functions.

A CLI tool built on Rust to assist with code-related tasks, supporting autonomous exploration of the codebase, file reading and writing, working memory management, file summarization, and interactive communication, and can run as an MCP server.

This extension integrates the Webflow MCP Server into the Assistant function of the Zed editor for use as a context server.

The most easily installable Bilibili MCP server, supporting the latest MCP protocol. It is recommended to use Cherry Studio for development.

A bridge service for integrating Apifox API documentation with AI assistants

An automatic merge request summary generation tool based on the MCP protocol. It intelligently categorizes changes by analyzing Git commit history and generates structured summaries, supporting Markdown and JSON output formats.

The Copilot Studio Agent Direct Line MCP Server is a local MCP server that allows developers to directly interact with Microsoft Copilot Studio Agents in their code editors through the Direct Line 3.0 API, providing functions such as conversation management, message sending, and history retrieval.

The Nextflow Developer Tool MCP server, designed specifically for Nextflow core development

The Cursor MCP Installer is a tool for installing and configuring other MCP servers in Cursor IDE. It supports installation from npm packages or local directories, simplifying the MCP server setup process.

The Roo Activity Logger is an MCP server used to automatically record the activities of Roo Code (Cline), including command execution, code generation, etc., and saves the logs as JSON files for subsequent search and analysis.

Wordware MCP is a server for running Wordware AI applications locally. It supports integrating Wordware's AI capabilities into local development environments via APIs, simplifying the testing and development process.

An experimental local code indexing service based on Python that uses ChromaDB for storage and provides semantic search functionality, serving tools such as Cursor through the MCP protocol.

The React Icons MCP Server is a service that provides React Icons library information for AI programming tools, supporting functions such as icon search, detail retrieval, and usage example query.

Ultra MCP is a multi-model AI protocol server that integrates AI models such as OpenAI and Gemini through a unified MCP interface, providing support for Claude Code and Cursor. It features zero-configuration installation, a built-in usage analysis dashboard, and a modern web interface.

The TianGong AI Model Context Protocol (MCP) Server supports multiple communication protocols, including STDIO and Streamable Http, and provides convenient deployment and development support.

An MCP server that provides OpenAPI specification interaction services for large language models, supporting loading, exploring, and querying API structures

A Python - based biodiversity model protocol server project that supports rapid deployment, development, and debugging.

The Code Snippet Server is a code snippet management service based on the MCP protocol, supporting the creation, listing, and deletion of code snippets, and providing multi-language and tag classification functions.

An MCP server for interacting with Storybook

The Metal MCP server provides document search and code generation functions for the Metal framework

The Code Runner MCP Server is an MCP service that supports the execution of multi - language code snippets. It can directly run code and display results in applications such as VS Code.

An MCP protocol server based on standard input and output, providing access to Gravatar avatars and personal profile data, supporting information query through email or hash.

MCP Advisor is a server that provides access to the complete Model Context Protocol specification. It helps LLMs and humans understand the MCP specification through prompts and resources, including JSON schemas and detailed documentation.