💻 编程开发 AI 工具

A local MCP server using FastMCP and LangChain for AI agents.

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# MCP Example Collection

MCP-Tools: A collection of servers for enhancing AI agents.

Monitor browser logs and much more directly from MCP compatible IDEs.

为Web、API、移动、CLI、浏览器扩展应用生成标准化项目结构、工具链和配置,加速项目启动。

MCP-first development environment with community tools

Trick claude desktop into using remote mcp servers with mcp-compose

Extract clean, focused documentation for AI and human use from any framework.

MCP integration for TanStack Start to build AI tools using the MCP protocol.

Lightweight TypeScript MCP server providing structured npm package info.

A server that generates Cypress tests from natural language prompts.

Auto-updating JSON schemas for n8n nodes, designed for MCP servers and AI tools.

MCP-Council automates REST API to MCP server conversion for AI assistants.

A TypeScript-based server for Azure Revisor MCP, facilitating code review.

MCP WhatsApp: Secure local automation for WhatsApp messaging with data privacy.

Handsontable MCP Server provides AI-driven access to documentation with search and fetch tools.

MCP server collection

MCP ShellGateway is a secure server for executing Linux shell commands on Claude Desktop.

mcpgopher is a Go client for the Model Context Protocol (MCP), enabling secure LLM integration.

Node.js MCP Server template for building MCP-compatible servers with multiple transport protocols.

Unity MCP server connects Claude with Unity projects, listing and detailing project info.

BetterLogger is a supercharged macOS logging tool that extends OSLog with powerful capabilities, including MCP-enabled access to Xcode logs and multi-lane debugging for faster, clearer insight into your app’s behavior

MCP Boilerplate is a production-ready server implementing Model Context Protocol with robust SSE transport.

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Meetup-4 is an MCP server setup guide focusing on Python and Trello API.

A toolkit for managing and retrieving OpenAPI documentation with features like API listing and searching.

YuQueMCP is a C# template for creating self-contained MCP servers, publishable as NuGet packages.

A TypeScript-based MCP Server for the Melodies music API with fast performance.

MCP Server for creating StreamableHttp services with flexible auth and middleware.

A local agent that uploads clipboard images to Supabase and returns URLs.

MCP Server integrates with Twitter API for direct tweet posting.

A tool for processing docs.rs documentation, embedding it into a vector database, and providing MCP services.

Yonote MCP Server is an MVP for interacting with Yonote documents and collections via API.

Enhance your AI assistant or IDE with CodeRide Task Management.

A Git MCP Server enabling AI assistants to manage Git repositories seamlessly.

A private Context7 alternative providing intelligent document retrieval for AI IDEs.

openapi-diff-mcp-server is a Quarkus-based application for API diffing.

A runnable demo of an MCP (Model Context Protocol) server with only 9 lines of code. It is suitable for beginners who want to get started with learning MCP.

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A minimal, browser-based site for inspecting real, raw message exchanges between an MCP Client and a remote MCP Server

MCP-Booster enhances development with intelligent AI assistance.

A powerful MCP Server for semantic search of GitHub issues using FAISS and OpenAI embeddings.

A Node.js MCP Server providing weather info and user interactions via API.

Prompt repository governance toolkit for MCP

This demo showcases how to use Playwright MCP (Model Context Protocol) for browser automation.

A lightweight CLI client for interacting with multiple LLM providers and MCP servers.

Expose terminal via browser for AI to interact with CLI commands using playwright MCP

Expose terminal via browser for AI to interact with CLI commands using playwright MCP

A mono-repo for generating Dart servers from MCP annotations.