💻 编程开发 AI 工具

Repo contains samples and instructions for remote hosting of MCP servers built with the official Anthropic MCP SDKs on Azure Functions.

Access hidden Xcode docs and Apple resources via Model Context Protocol.

An MCP server for migrating from AI SDK 4.x to 5.0, compatible with Cursor.

A production-ready MCP server for generating documentation from codebases.

A template for building MCP servers in macOS apps and CLI tools.

Symfony integration bundle for Model Context Protocol, now under Symfony AI.

Model Context Protocol SDK for Clojure

MCP server that allows searching the Rust windows crate API documentation

A TypeScript framework for building interactive MCP applications that work seamlessly with both MCP Apps and ChatGPT (OpenAI Apps SDK) from a single codebase.

A Python text editor server for efficient file operations and editing.

Launch secure MCP servers with zero-leak secrets in under a minute.

An mcp server that auto commits changes and creates commit message in the form of conventional commits (https://www.conventionalcommits.org/en/v1.0.0/)

MCP Server for intelligent code analysis and debugging using Perplexity AI.

OpenAPI MCP Server for efficient exploration of large API schemas.

MCP Code Wrapper transforms tool definitions into efficient APIs, reducing context usage by 96%.

A simple GUI for managing MCP servers, enabling easy toggling.

A server enabling AI assistants to control Sonic Pi via OSC messages.

defold-mcp is an open-source MCP server for automating Defold game development.

Mastra MCP Workshop builds a code agent to create Mastra agents using MCP.

A CLI and MCP server for VSCode remote development, enabling code analysis and management.

A minimal MCP server/client for interacting with the Limitless API via GET requests.

A demo project integrating LLM clients with MCP servers using SSE for real-time communication.

WPCS MCP Server integrates WordPress Coding Standards with Claude AI for code checks.

StarUML MCP Server allows diagram creation and code generation via prompts.

A Python server for real-time code context management and analysis.

https://scoreinforce.com/

Middleware for integrating Model Context Protocol (MCP) with Express apps.

Mac Commander MCP Server for macOS, compatible with Node.js 18+.

Un serveur Model Context Protocol (MCP) public qui donne accès à toute la documentation Spring Boot

GraphMemory IDE is a comprehensive tool for graph-based memory management and collaborative development.

github-mcp

Maven Decoder MCP Server analyzes Maven jar files for coding assistance.

Swift-based MCP server that bridges Claude Desktop with terminal applications, enabling seamless command execution with intelligent output retrieval. Features auto-capture, SQLite history, and Warp Terminal integration

MCP server enables AI-driven self-repair for Scrapy spiders, fixing issues autonomously.

Stack Overflow MCP

MCP Framework is a TypeScript framework for building MCP servers with automatic tool discovery.

ffmpeg-mcp is an MCP Server for encoding, decoding, and streaming multimedia content.

A lightweight MCP Server for GDB automation.

DotnetMCPServer is a .NET-based MCP Server for book API access and management.

An intelligent MCP server that provides tools for collecting and documenting code from directories

Agent Rules MCP Server fetches coding rules from GitHub, eliminating local files.

Generate installation instructions for MCP servers using a web tool or CLI.

MCP server that exposes project-specific development tools (tests, linters, etc.) via YAML configuration. Easy to setup, run and share.

A service for auto-generating and managing Trae AI project rules files.

Aptos NPM MCP enables integration with Aptos Build using Bot API keys.

A MCP (Model Context Protocol) service for automatically generating and managing Trae AI project rule files.

A server for processing Sketch files using MCP, enabling AI analysis and code generation.

mcp2skill-tools is a monorepo for MCP server integration with REST API and script generation.

MCP server exposing Factory.ai CLI documentation tools

MCP server for generating game assets: images, audio, video, and 3D models.