💻 编程开发 AI 工具

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

A plugin for checking MineCraft server status and returning images.

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

🪐 ✨ Jupyter MCP Tools.

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.

This plugin demonstrates how to provide an extension for the JetBrains MCP Server plugin

TianGong LCA MCP Server supports STDIO and Streamable Http protocols.

A minimal MCP setup using LangChain with FastAPI for jobs and employee APIs.

A Rust MCP Server example using SSE for communication and a simple addition tool.

MCP Agent Tool Adapter enables modular tool invocation via the MCP protocol.

MCP C++ SDK is a cross-platform C++20 SDK for the Model Context Protocol.

Access Shopify Storefront API via MCP for AI assistants to manage store data.

A server for integrating Mercado Pago using Model Context Protocol.

A Webman plugin for quickly creating MCP servers with deep SDK integration.

An AI-powered MCP Server for browser automation and web research.

A starter template for building MCP (Model Context Protocol) servers using Elysia and Bun runtime.

Code_King_Builder is an AI-powered web development tool using Next.js, React, and TypeScript.

A Spring-based AI assistant framework for RAG, MCP, and intelligent agents, supporting dynamic document management and intent analysis.

SushiMCP is a server that enhances AI IDEs by providing context to LLM models.

Carter Marketplace offers pre-configured Claude Code plugins to enhance development workflows effortlessly.

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

QGISMCP integrates QGIS with Claude AI for enhanced project management and layer control.

MCP Server for AI-assisted Git commits, tracking AI contributions.

Claude Code Masterclass covering installation, setup, MCP servers, hooks, multi-agent workflows, and real AI-assisted development. Learn how to use Claude Code as a powerful AI coding assistant to build full-stack applications and automate development workflows with modern tools.

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

A generic remote MCP server generator for Adobe applications.

Squish MCP server enables AI assistants to run Squish tests and analyze results.

A lightweight MCP server for automating MSBuild projects with dynamic discovery and customizable settings.

fcai-mcp-servers provides various serverless MCP servers for different applications.

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

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

MCP server for managing Selenium Grid browser instances.

AI Coding Assistance Feedback Tool MCP

CodeInteliMCP is an intelligent server for fast code analysis across multiple repositories.

MCP Server Nu executes Nushell scripts with full system access for AI assistants.

MCP tutorials

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

EXCOM is an MCP server for Elixir, supporting HTTP streaming tools.

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

A Model Context Protocol (MCP) server providing tools for NPM package management and dependency updates. Helps LLMs like Claude interact with npm packages, search npm registry, and keep dependencies up-to-date.

cc_token_saver_mcp saves Claude Code tokens by using local LLM for simple tasks.

A template for quickly creating MCP projects using FastMCP framework.

Freqtrade MCP Server is an AI-driven platform for developing optimized trading strategies.

A collection of example codes for Model Context Protocol (MCP) implementations.

MCP server for documentation search, vulnerability scanning, and project boilerplate generation.

MCP server for documentation search, vulnerability scanning, and boilerplate generation.

A fast, local-first Knowledge Graph MCP Server that enhances coding with smart memory.

The interface testing MCP tool developed based on fastmcp-ts allows AI to test interfaces by calling this tool.

A server for interacting with the Telegram API via Model Context Protocol (MCP).

HTTP server that provides access to executing Multiple Command Protocol (MCP) tools.