💻 编程开发 AI 工具

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A server for browser automation via HTTP, supporting serverless environments and enhanced as a visual sensor skill.

UI widgets for displaying MCP tool responses in AI assistants.

AI Project OS turns AI coding into auditable software engineering.

An MCP server for AI tools to recommend relevant open source projects.

The first MCP server exclusively dedicated to deep debugging n8n workflows with cross-workflow execution correlation

This is a free and open Source MCP server to be used to provide informations of you api and her enpoints, special and requred data, body and response types and examples..

MCP orchestrator for code security, quality, and architecture analysis

A standalone MCP server for DIcloak cloud browser

Demo showcasing MCP for function calling with a travel assistant for Lisbon.

teste-poc-mcp is a project for testing MCP Server functionalities.

A simple streamable HTTP server for interactive client connections.

A React component library for managing Tools, Prompts, and Resources in MCP with a modern UI.

FastAPI server for managing Mistral agents via REST API.

weather mcp server in Go (modelcontextprotocol.io SDK)

MCP Server

markdown rag mcp tool

✅ Multi-protocol support: StreamableHttp MCP protocol ✅ Intelligent retrieval: 70% efficiency improvement in code analysis ✅ Comprehensive specifications: Covers PRD analysis, code generation, flowcharts ✅ High availability: Docker containerized deployment ✅ Monitoring support: Prometheus + Grafana ✅ Health check: Built-in health monitoring endpoint

Real-time access to your local/online logs, completely transforming your debug experience. Real-time access to your local/online logs, completely transforming your debug experience.

MCP server exposing macOS App Intents to AI assistants

MCP Server Demo automates GitHub login using Playwright.

A model that uses streamlit as frontend and MCP server(notion and postgres tools) and FAST API for integration

Production-ready Model Context Protocol server for Threads.com API. Features rate limiting, caching, webhooks, and full TypeScript support. Integrate Threads with Claude, ChatGPT, and AI assistants. 90%+ test coverage.

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Fullstack MCP Hub — Complete MCP toolkit with built in RAG, GUI and 50+ free tools (no paid APIs) that runs out-of-the-box. Works with Gemini CLI, OpenAI/Codex CLI, ChatGPT (dev mode), Claude, local LLMs, and anything that can connect to an MCP server—basically “Claude-level” tool power for local models.

A NestJS REPL MCP server for interactive command execution and persistent sessions.

A MCP Server plugin based on Puppeteer and Chrome DevTools Protocol (CDP), which supports debugging and troubleshooting through a persistent browser connection.

mcp and agent set up for daily tasks

An MCP server for controlling and inspecting a Commodore 64 running in the VICE emulator via its monitor interface.

MCP Server for pymupdf4 has been merged into the official repo.

Documentation and setup scripts for Claude Desktop MCP configuration across multiple machines

MCP client starter for building and managing client applications.

To resolve the SSE MCP SDK server's lack of multiple connection support.

Sample MCP Server using Spring AI and Bedrock on ECS with Load Balancer.

A basic MCP server example with tools for arithmetic and personalized greetings.

📂 MCP server for filesystem operations - read, create, and edit files

Rails MCP connects your app to AI assistants, enhancing code generation with context.

Lightweight connector plugin for WordPress 6.9 to allow a Management Control Plane (MCP) to perform safe management actions.

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MCP Go Lambda is a server deployed on AWS Lambda using the official Go SDK for Model Context Protocol.

Data Station simulates an MCP server using AI agents for task management.

Modified MCP servers for testing and development, including figma-server and others.

Testing Programmatic Access for Playwright MCP Server

A demo MCP server with gingerbread-themed tools and OAuth protection.

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Manage AI coding Assistants Rules and MCP from Git

FeatBit MCP Server enables AI coding agents to manage feature flags.

Minimal MCP server for browser console log monitoring - 97% lighter than chrome-devtools-mcp

Setup instructions for Rube MCP with Gemini CLI and Claude Code