💻 编程开发 AI 工具

Lightweight annotation-driven SDK for easy MCP server development in Java.

MCPify transforms existing projects into MCP servers with intelligent API detection.

Databutton MCP allows users to build custom MCP servers for app development.

MCP Server Semgrep integrates Semgrep with AI assistants for static analysis.

rust-mcp-server bridges LLMs and Rust environments, enabling code actions.

Proof of concept chat AI combining the Model Context Protocol (MCP) with Vercel's AI SDK UI

SmartBear MCP server for managing model context protocols.

GodotSwiftMcp is a Swift-based MCP server for Godot, compatible with existing implementations.

grpcmcp is a simple MCP server that proxies to a grpc backend using descriptors or reflection.

MCP Web Browser Server enables headless browsing with a secure API for advanced web interactions.

MCPX4J is a Java client library for MCP.RUN, enabling tool invocation.

MCP Local Dev automates local development setup using AI for seamless coding.

Integrate any MCP with Chainlit for enhanced chat applications.

A simple adapter to convert MCP server to a GPT actions compatible API.

A Symfony package for building a Model Context Protocol Server and AI agents.

MCP server for web scraping and content extraction using crawl4ai.

MCPresso: A production-ready MCP toolkit with OAuth 2.1 authentication.

PAMPA provides AI agents with an updated, queryable memory of codebases using semantic search.

Experimental MCP server for Directus, enabling AI tools to connect to Directus API.

A Python SDK for registering MCP Server to Nacos for dynamic service management.

h-codex is a semantic code search tool for intelligent cross-repo retrieval.

Unity-MCP is a server and plugin for Unity, enhancing development capabilities.

MiAO-MCP-for-Unity is a server and plugin for integrating Unity with MCP.

PRIMS is an open-source MCP server for executing Python code in a secure sandbox.

A Workers server integrating a React static site, REST API, and Model Context Protocol for AI agents.

MCP LSP Bridge adds Language Server Protocol support to MCP agents for code analysis and refactoring.

minimalistic MCP server written in bash script

MCP Simple Timeserver provides local time and timezone info for users.

MCP server for Twitter integration, enabling AI models to interact with tweets and users.

C++ MCP Server for semantic analysis of C++ codebases using libclang.

Signal MCP integrates with signal-cli for sending and receiving Signal messages.

GitHub Semantic Search enables semantic search for GitHub repos using MCP.

Awesome-MCP-Scaffold is a production-ready MCP server scaffold optimized for quick development with Cursor IDE.

OpenAPI to MCP automates OpenAPI spec discovery and MCP configuration.

An MCP server for searching Rust crates and their documentation on docs.rs.

A MCP server for accessing LLMs via Chrome DevTools Protocol commands.

MCP-Developer-SubAgent is a secure SDK for developing with MCP protocol.

index-mcp is a Rust-native MCP server that creates a searchable SQLite database from source code.

OTUI is a fast, minimalist TUI with a built-in MCP plugin system.

Unity MCP server with OpenUPM/npm/LSP auto-release

Node.js implementation of Interactive Feedback MCP for AI assistants.

Chroma MCP Server enables AI-assisted development with persistent, searchable context.

MCP server for datetime formatting in various styles for Claude Desktop App.

Audit and log GitHub Copilot MCP tool calls in VSCode effortlessly.

Integrate STDIO MCP Clients with Streamable HTTP MCP Servers.

A Python server for WhatsApp Business API using FastMCP for messaging and group management.

MCP Server for Ant Design components documentation, enabling LLMs to explore and understand components easily.

MCP Auth is an authentication service for the MCP Server.

A demo turn-based games app with MCP server for developers.

CE MCP Plugin is a Cheat Engine plugin that implements the Model Context Protocol (MCP), allowing AI models to interact with Cheat Engine. Through this plugin, AI can utilize various features of Cheat Engine, such as memory read/write, process management, and more.