💻 编程开发 AI 工具

Demonstrates code execution efficiency using Model Context Protocol (MCP).

Load MCP servers on-demand instead of keeping them in context permanently. Zero token overhead when not in use. Start sessions, call tools, then stop. Perfect for Claude Code skills and commands needing browser automation, filesystem access, or other MCP capabilities without context pollution. HTTP daemon manages persistent sessions.

Learn Model Context Protocol with TypeScript for building AI systems.

A minimal React setup with TypeScript and Vite, featuring HMR and ESLint.

TypeScript MCP Server for Dify workflows, enabling streaming and tool conversion.

Claudeus Plane MCP: AI-powered solution for MCP excellence.

model-context-protocol-java-tutorial

Ping Agent Kit enables AI integration with Solana blockchain for token operations and NFT management.

A GitHub repo for AI Agentic Protocols, featuring MCP, A2A, and ACP with Python code.

RediORM is an AI-native ORM for Go, offering a Prisma-like interface and multi-database support.

MCP Server for WindTools offers semantic code search and indexing with ChromaDB.

Sample code for LLM application development using MCP from Software Design September 2025.

The MCP Engineer Handbook provides essential guidance for MCP server engineers.

A Python-compatible MCP server framework for CG software with Streamable HTTP support.

Example of converting a stdio MCP server to HTTP using ModelContextProtocol.AspNetCore

A small MCP Proxy

An AI-driven automation framework for UI and API testing using Playwright, MCP, and GitHub Copilot.

DevSynq allows you to sync your MCP configuration across all your AI IDEs. Download, use and manage all your installed AI IDEs.

Local MCP Client is a cross-platform web and API interface for interacting with configurable MCP servers using natural language, powered by Ollama and any local LLM of choice, enabling structured tool execution and dynamic agent behavior.

MCP Filesystem Server is an unofficial POC for exploring MCP server functionality.

A playbook for building scalable AI agents with ADK, MCP, and Cloud Run.

Playwright-based testing and eval framework for MCP servers with LLM-as-a-judge

MCP server for controlling Solar2D Simulator - run projects, read logs, and manage simulator instances through AI assistants

A CLI that runs your scripts and exposes them as tools through a built-in, extensible MCP server.

Hamibot MCP Server enables device and script management via Hamibot API.

PHP bindings for Cross-Language MCP Orchestrator, think of LangChain + Vercel AI kit but for MCP

C# bindings for Cross-Language MCP Orchestrator, think of LangChain + Vercel AI kit but for MCP

A dubbo Application can support mcp request.And route them to Dubbo method.

A typescript example for web app as the host connecting node mcp server

Kotlin bindings for Cross-Language MCP Orchestrator, think of LangChain + Vercel AI kit but for MCP

Demo project for role-based access control using MCP and Cerbos.

# Gon's MCP Tool

MCP Chart Server v2 fixes ESM loading issues for Node.js v20.19.2.

VISA MCP Server enables control of lab instruments via GitHub Copilot.

DuckDuckGo MCP Server for web search and content conversion.

A Model Context Protocol (MCP) server that provides tools for fetching dependency information from Clojars, the Clojure community's artifact repository.

MCP Server provides Tencent SDK documentation and API resources for LLM tools.

A server offering structured game-theoretic workflows for systematic problem-solving.

Geocode MCP Server provides global geocoding using OpenStreetMap Nominatim API.

MCP Server Chart: Docker image for running MCP Server with SSE support.

A comprehensive Go SDK for the Model Context Protocol (MCP) - simplifying AI application development by abstracting away protocol complexities.

A high-precision code search server using Tree-sitter for AI and developers.

MCP Server for executing shell commands with controlled output.

Dynamic tool registration and execution on client-side via MCP Server.

SourceSage MCP visualizes project directory structures in Markdown, offering customization and auto-documentation.

Terminal server implementation for Model Context Protocol

A secure MCP Server for executing JavaScript in an isolated environment.

Lightweight wrapper for MCP tools to work with LangchainGo.

A Go-focused Model Context Protocol (MCP) server that provides idiomatic Go code generation, style guidelines, and best practices. This tool helps Language Models understand and generate high-quality Go code following established patterns and conventions.

A course on deterministic MCP agents with CI, testing, and Rust support.