💻 编程开发 AI 工具

mcp-editor is a TypeScript MCP server for filesystem editing tools from Anthropic.

A simple AI agent application built with Spring Boot and Spring AI.

Lite_MCP_sdk offers a simple JavaScript SDK for AI Agent tech, accessible to beginners.

Examples for solon-ai-mcp with support for multiple Java versions and various use cases.

A generic remote MCP server generator for Adobe applications.

This project provides sample MCP servers that can be used with Amazon Q CLI or other MCP-compatible AI assistants

Experimental MCP Agent framework based on Model Context Protocol.

Functional Python agent framework with MCP support, enterprise security, immutable state, and production-ready observability for building scalable AI systems.

MCP-learning-guide provides a comprehensive framework for understanding and implementing the Model Context Protocol (MCP) for LLM integration.

MCP-DSL is a token-efficient language that reduces JSON-RPC usage by up to 85%.

MCP Git Tools is a library for Git operations via the Model Context Protocol.

Rust client for the MCP protocol with async support and tool execution.

SyncMCP is a smart tool for synchronizing MCP configurations across AI clients.

MCP-Puppeteer-Linux enables browser automation on Linux using Puppeteer.

An MCP server that provides secure terminal access for Claude and other LLMs

MCP server for scraping web documentation and converting it to markdown.

A template for building intelligent agents using LangGraph and OpenRouter with dynamic MCP tool loading.

MCP Compose is a Python-based tool for managing and deploying MCP servers.

An implementation of Anthropic's Model Context Protocol for the Apache Unomi CDP

MCP-OpenAPI is a server exposing HTTP methods from OpenAPI specs as tools.

MCP Python Toolbox is a server for Python development, enabling AI assistants to manage files, analyze code, and execute tasks.

MCP Crypto Wallet EVM enables Ethereum operations like wallet creation and transactions.

MCP servers for connecting debuggers to AI agents. Supports GDB, LLDB and PDB.

A Python client for managing sessions on mcp.run.

A MCP service for retrieving image dimensions and compressing images from URLs or local files.

A working example to create a starlette server with SSE-based MCP support

Coder DB enhances AI coding capabilities through structured memory and database integration.

curl mcp - the last mcp you'll need

Scraper.is MCP enables AI assistants to scrape web content via the MCP protocol.

MCP server for Minecraft enables AI interactions via RCON commands.

expose clis over model context protocol

A TypeScript MCP Server for managing prompts in Claude.

AI Coding Assistance Feedback Tool MCP

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MCPxHub forwards MCP requests to local IDEs, supporting auto-discovery and tool updates.

MCP Browser Use enables AI agents for web automation and scraping with multiple browser windows.

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🪐 ✨ Jupyter MCP Tools.

A Swift-based MCP Server for accessing current time and timezone conversions.

Spring AI MCP server for accessing Spring project data from api.spring.io.

MCP Server demo using Spring Boot 3.3.x and Java 17+. Documentation available.

A server for retrieving web page content using Playwright and MCP.

Taroify MCP connects Taro React UI components to large models for easy retrieval.

A Spring-based MCP Server for local running and deployment options.

StrawMCP is a Dart SDK for integrating Dart/Flutter apps with MCP services.

A powerful MCP tool for parsing and manipulating MIDI files based on Tone.js. This library leverages the Model Context Protocol (MCP) to enable AI assistants to easily read, analyze, and modify MIDI files without dealing with the complexities of the MIDI file format.

TianGong LCA MCP Server supports STDIO and Streamable Http protocols.

MCP Server example with TypeScript

A server simulating harsh user reviews to discipline AI development.

Roblox Engine API Docs MCP provides a RAG API in a Docker image via MCP.