💻 编程开发 AI 工具

A .NET 9 console app using Semantic Kernel with Azure Open AI, integrated with Kubernetes MCP for testing.

Reference implementation of an MCP server to run Fusion API scripts

An MCP server for accessibility testing on webpages using Playwright and axe-core.

ZenStack MCP Server with auto-generated CRUD tools and authentication.

A high-performance WeChat MCP server implemented in Go, supporting Docker and easy deployment.

i18n MCP Server manages translation files with real-time updates and advanced search tools.

A bridge that allows ChatGPT to access up-to-date programming documentation through the Context7 MCP server. Implements ChatGPT's required search and fetch tools while using Context7's documentation database internally.

An MCP client/server library for Rust

A server for managing Python tools like dependencies, testing, and code quality.

A toolkit for working with Knock in Agent workflows.

A beginner-friendly Python book guiding you from zero to proficiency.

Examples for building agents using the ADK with Python.

MCP server for scraping web content and converting it to Markdown.

MCP Maker is a CLI tool to enhance MCP server development.

MCP UIUX is a React component library for managing tools, prompts, and resources in the Model Context Protocol.

lightblue-ai: A project leveraging computational power inspired by Deep Blue.

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

CodeWeaver provides precise semantic code search for AI agents across 166+ languages.

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

mcp-runtime is a pre-configured environment for easy MCP server setup.

A modern MCP server and CLI for exploring packages on jsr.io with TypeScript support.

Unofficial WebContainer transport for running MCP servers in the browser.

A lightweight MCP server for creating compact JSON skeletons, preserving structure without full data.

MCP Specification Server for LLM integration with Model Context Protocol.

MCP server for Chrome automation with Puppeteer and AI features.

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

Converts ARC-56 smart contracts to MCP servers for AI integration.

MCP server for Robot Framework Robocop to speed up fixing analysis error in our test data.

Simplest MCP Client layer.

A Laravel package for implementing MCP servers, compatible with Laravel 12 and PHP 8.4.

Examples for solon-ai-mcp supporting multiple Java versions, showcasing LLM and MCP functionalities.

Gitingest MCP is a server for turning Git repositories into text digests, integrating with AI assistants.

WaterCrawl MCP is an AI web crawling and scraping server using FastMCP.

MCP server for efficient navigation of large diff files by LLMs.

Dovetail MCP is a server for connecting AI tools to the Dovetail API.

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

A simple Python MCP-Server for easy management and communication.

Houdini MCP

MCP Bevy Buddy is a server for accessing local Bevy examples and inspecting source code.

A PHP SPX MCP Server for Laravel to analyze app performance with AI insights.

A .NET 9 console app using Semantic Kernel with AI integration and MCP server testing.

This is the companion code for Season 8 Episode 1

A simple OAuth 2.0 client library for easy MCP server authentication.

Learn git interactively using your local LLM client with MCP server.

An agnostic implementation fit for sandbox environments for the MCP codemode concept

AI-native issue tracker with MCP server, TUI dashboard, and velocity metrics

MCP Web Search is a server using Google Custom Search API for web searching.

A dynamic RAG service converting gemini-cli docs into a queryable tool.

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

Universal ticket management interface for AI agents with MCP support.