💻 编程开发 AI 工具

Contribute to Speakeasy's open-source documentation across various hubs.

Model Context Protocol tool calling support for Pydantic AI

Experimental MkDocs plugin to integrate MCP server into the workflow.

HICA is a customizable AI agent library for full control and traceability.

Metorial Node.js SDK connects AI agents to MCP servers effortlessly.

A template for setting up MCP Servers using uvx and local commands.

MCP Sandbox allows running Model Context Protocol servers in E2B's browser environment.

Talk to MCP servers from aider

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.

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

Agentic Kernel is a sophisticated Python framework for building and orchestrating autonomous AI agents, drawing inspiration from Microsoft's Semantic Kernel and Autogen.

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

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

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

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.

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

MCP Demo showcases the latest MCP draft spec with Clerk authentication.

MCP-RoCQ is a server for advanced logical reasoning using Coq, supporting type checking and property proving.

An MCP server inspired by devocs.io

MCPLite-all-source: Source code for MCP Server with bug fixes.

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

MCP

A lightweight bridge for Claude Desktop to connect with VSCode via MCP.

MCP Server offering enhanced content search over Cline's built-in tool.

MCP Server enhances content search with regex support and filtering.

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

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

# 📥 MCP Download Tool - AI-powered file download manager | 基于 MCP 的智能下载管理工具

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

MCPI integrates AI agents with web services using a standardized protocol.

awesome mcp projects

An MCP server to extend the context of agents. Useful when coding big features or vibe coding and need to store/recall progress, key moments or changes or anything worth remembering. Simply ask the agent to store memories and recall whenever you want.

Rust implementation of Model Context Protocol for secure LLM communication.

Storyblok MCP allows managing components via natural language descriptions.

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

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

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

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

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

SuperCollider MCP Server enables synth execution using supercolliderjs.

GoDevMCP offers tools for Go development with MCP integration.

mcps: First-party MCPs for quick app scaffolding and setup.

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

A MCP server for Cappt ( NodeJS version )

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

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

MCP server for transforming Tailwind components to NativeWind 4.

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