💻 编程开发 AI 工具

Yourware MCP is a server for uploading projects to yourware, supporting files and directories.

tinystruct-mcp is a modular Java server for file system and GitHub operations.

Talk to MCP servers from aider

A production-ready runtime for MCP, featuring proxying, session management, and JWT auth.

An MCP server for accessing League of Legends client data via Live Client Data API.

nativeMCP is a C++ MCP system with host, client, and server components for AI integration.

Storyblok MCP allows managing components via natural language descriptions.

A Node.js based MCP Server for Star Wars themed projects.

GoDevMCP offers tools for Go development with MCP integration.

Chatty MCP summarizes your coding requests audibly, enhancing workflow.

Automatically generate an MCP Server from existing source code, service classes, helper methods, and external MCP tools. The MCP Mediator aggregates various sources and tools into a unified system, enabling seamless automatic generation of a complete MCP Server.

InBrowserMcp is an experimental project enabling MCP commands in-browser via a Chrome extension.

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

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

A simple Emacs MCP for executing Lisp via Emacs client.

SuperCollider MCP Server enables synth execution using supercolliderjs.

MCP server for Playbooks Rules API to list, search, and get rule details.

glyph is an MCP server for extracting symbol outlines from code using Tree-sitter.

JMX-MCP is a server for JMX monitoring and management of Java apps via natural language.

Hugo MCP is a powerful server for managing Hugo static sites with comprehensive tools.

A proxy that connects AI assistants using stdio to the VS Code Debugger MCP Server.

Archi MCP Plugin provides a local MCP and REST API for Archi models, enabling LLMs to manipulate model elements and diagrams.

A Model Context Protocol server for 29 Git operations and 11 workflows.

A local MCP server for Pharo Smalltalk, enabling code evaluation, introspection, and package management.

A MCP server providing AI access to WordPress Trac data with dual architecture.

Textual MCP Server

A server that connects AI assistants with VSCode for context and filesystem operations.

MCP-Allure transforms Allure reports into LLM-friendly formats for AI analysis.

A Mermaid-MCP server that converts text inputs into beautiful flowcharts.

A lightweight Vert.x-based transport for Model Context Protocol (MCP) Java SDK.

A Vert.x MCP Server built on top of MCP Java SDK

A demo project for Weather MCP, showcasing tool integration with Nevermined Payments.

Connect Claude to Scorecard's AI evaluation platform for seamless testing.

Karma is a modular utility library for Go, simplifying tasks like authentication and API integration.

A demo MCP server for weather data with payment integration in Python.

Basecoat MCP Server simplifies using Basecoat CSS components for AI-assisted coding.

A minimal MCP server using H3 v2 for high performance and JSON-RPC commands.

A collection of Python-based MCP servers using standardized SSE communication.

A specialized MCP server for monitoring development server output with intelligent error categorization and Claude Code integration

Portable skills for AI coding assistants compatible with multiple tools.

A MCP server providing tools for testing and debugging Stripe integrations.

mymlh-mcp-server: A streamable HTTP server for MyMLH projects.

Specmatic MCP Server enables API testing and mocking via natural language.

A JupyterLab extension for AI chat using Model Context Protocol (MCP).

Temporary relay solution for Home Assistant MCP server setup.

MCP server that gives Claude Desktop and other desktop MCP clients filesystem powers—read, write, edit, and manage files like AI coding assistants.

Professional multi-asset trading & Pine Script development MCP server for Claude. Features: 20+ indicators, Pine Script tools (validator, autocomplete, docs, testing), Forex/Stocks/Crypto support

MCP Refactor TypeScript offers advanced TypeScript refactoring via the Model Context Protocol.

Goose Evolve is an open-source MCP extension for autonomous self-improvement using evolutionary algorithms.

A multi-agent microservice system built on .NET Aspire and MCP protocol.