💻 编程开发 AI 工具

MCP Server for Yii2, providing AI tools for efficient app development.

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

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

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

Supermodel Model Context Protocol server. Generate code graphs in Cursor, Codex or Claude Code!

MCP server for Chrome automation with Puppeteer and AI features.

Mastering MCP is a practical guide for developing AI agents.

A TypeScript MCP Server for managing prompts in Claude.

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

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

AL-Go MCP Server provides access to AL-Go documentation and resources.

expose clis over model context protocol

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

MCP Server for raw Discord API access with REST and slash commands.

A Go tool to convert OpenAPI files into MCP-compliant code.

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

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

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

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mcpport is a lightweight gateway for Model Context Protocol, enabling AI application connectivity.

Lerian MCP Server connects AI assistants to Lerian product documentation.

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.

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

Houdini MCP

Simplest MCP Client layer.

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

An implementation of Anthropic's Model Context Protocol for the Apache Unomi CDP

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

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

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

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

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

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

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

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

A Neo4j-based MCP server for Claude Code, enabling intelligent memory and contextual assistance.

A template repository for developing MCP servers in Python

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

Universal ticket management interface for AI agents with MCP support.

MCP Git Commit Generator for creating conventional commits.

MCP Reloader enables hot-reload for MCP tools in Claude Code, allowing real-time development.

Automated documentation generator using Gemini CLI with MCP integration.

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

An MCP server for efficient codebase exploration. Provides file tree visualization, symbol extraction, and dependency analysis in a single tool call.

A server for retrieving web page content using Playwright and MCP.

[pre-release, testing usage] A Model Context Protocol (MCP) server that enables AI Agents to request and manage Selenium browser instances through a secure API. Perfect for your automated browser testing needs! 🚀 [In development: creating usage examples and in-cluster setup]