💻 编程开发 AI 工具

Automatically converts OpenAPI specifications into MCP servers for LLMs.

Trae-OpenSpec MCP is a no-command-line tool for creating and managing OpenSpec projects with AI-driven features.

MCPRules is a server for managing programming guidelines and rules with flexible storage.

Daytona MCP Interpreter enables secure Python code execution in isolated sandboxes.

An MCP server for octomind tools, resources and prompts

A VSCode/Windsurf plugin enabling multi-turn AI interactions via MCP protocol.

A community-maintained registry for Model Context Protocol (MCP) servers with easy installation configurations.

Archived MCP server for screenshots and console log monitoring using Playwright.

MCP POM Generator auto-generates optimized POM files for Playwright, highlighting element mapping issues.

CURSOR25X is an interactive MCP server for Cursor IDE, enabling task-based web app development.

Clangaroo offers fast C++ code intelligence for LLMs via MCP.

ArchiMate MCP Server for modeling with ArchiMate and PlantUML.

MCPRepl.jl exposes your Julia REPL as an MCP server for AI Agents to execute code interactively.

MCP Mail Server for IMAP/SMTP email operations with AI support.

Offline MCP server for fast Godot API documentation retrieval.

A lightweight library for using MCP server tools in LangChain.

A curated collection of innovative Model Context Protocol servers for exploration.

Statamic MCP is an alpha-stage server providing AI tools for content management.

x402-mcp is a server for generating random numbers with a paid API.

MCP tool for Google search and content extraction via Chrome.

AI-driven MCP server for generating draw.io architecture diagrams from text descriptions.

Meta MCP Server creates customized MCP servers with automated management and error handling.

Prototype for Code Execution MCP Server enabling AI-generated Python code in a sandbox.

A fast code search tool for Claude Code, enabling instant file and code navigation.

Demo code for MCP Server integration with OpenAI, requires dotnet 9 SDK.

Library for creating MCP servers using the Autumn framework, supporting stdio protocol.

An MCP server for accessing and managing coding sessions from various AI agents.

Generate easy installation guides for MCP servers across clients.

Generate easy-to-follow installation guides for MCP servers across clients.

MCP Auth enables building remote MCP servers with OAuth2.1 authentication.

A solution for managing Claude Desktop project knowledge via MCP servers.

workers-mcp is now hosted at https://github.com/cloudflare/workers-mcp.

MCP server enabling Claude to interact with Emacs via emacsclient.

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A mod for mcpelauncher that enables sprinting while strafing on Intel CPUs.

MCP server for hive-framework development, highly integrated to emacs

A TypeScript client for testing Model Context Protocol (MCP) servers.

Omarchy MCP Server enables semantic search for Omarchy, Arch Linux, and Hyprland docs.

Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.

WebMCP examples for AI assistants to interact with web apps using registered tools.

A simple MCP server template for the TypeScript SDK.

A tutorial for creating an MCP server to check MON balances on Monad testnet.

xk6-mcp is an experimental k6 extension for testing Model Context Protocol servers.

awesome-mcp provides MCP servers/clients for integrating LLMs with external data sources.

Can be used for cursor integration with MCP Server.

A TypeScript-based MCP Server for streamable HTTP transport.

Python MCP Server for filesystem operations like read/write, directory management, and file search.

A Python API and MCP server for programmatically searching torrents on ThePirateBay, Nyaa, and YggTorrent.

Grumpydev-mcp is a server for senior developers, enhancing GenAI with JS.

HuLa-MCP is a TypeScript-based server for HuLa IM, providing context and functionality via MCP.