💻 编程开发 AI 工具

MCP-Grep is a server that provides grep functionality via the Model Context Protocol.

MCP Debug Tools connects AI tools to VSCode's debugging capabilities for efficient debugging.

A lightweight MCP server for AI-driven codebase exploration and analysis.

A bridge for seamless integration between MCP servers and AI SDK.

An MCP server for accessing Ember documentation, API references, and best practices.

An MCP server for managing `.clinerules` files using shared components and persona templates.

Ember MCP Server provides access to Ember docs, API references, and best practices.

A toolbox for Model Context Protocol (MCP) tools on Modal, enabling LLM enhancements.

Prolog MCP provides tools for executing and querying Prolog predicates.

MCP server for controlling ThreeJs source code, only basic function

MCP Community provides resources for Model Context Protocol in Python and TypeScript.

MCPJavaFileSystem is an MCP server for filesystem operations and web access for LLM agents.

Blowback is a Model Context Protocol server integrating FE dev servers with AI tools.

A server for interacting with Storybook using Model Context Protocol.

Tanzu Platform Chat is a Spring chatbot for Cloud Foundry, utilizing AI services.

ActionAI is a powerful command-line framework for interactive AI, supporting multi-model switching and MCP protocol.

ADK for Go is a framework for building AI agents, mirroring Python ADK.

MCP-reddit provides tools to interact with Reddit, enabling post reading, commenting, and voting.

Template project for browser automation using Mastra and Playwright MCP.

MCP File Preview Server captures HTML file screenshots and analyzes content structure.

ezmcp is a lightweight framework for creating MCP servers with FastAPI-like syntax.

A nix flake for configuring Model Context Protocol (MCP) servers across supported AI assistant clients

Use Visual Studio Code as an MCP client

Convert Dify tools' API to MCP compatible API with HTTP transports.

A logger for MCP servers that redirects console logs to a separate terminal.

Clangd MCP Server for large C++ codebases, enabling coding agents to answer queries.

TypeScript MCP server for Hugeicons integration and documentation.

AI-powered n8n Workflow Builder for validated, auto-fixing workflows.

A lightweight MCP Server for integrating WhatsApp Cloud API with LLM agents.

MCP server provides access to MDN's search, documentation, and compatibility data.

AI-powered n8n Workflow Builder for creating validated workflows.

An MCP server for Strapi CMS to manage content types and entries efficiently.

Playwright AI Agent with POM architecture for mobile and web testing using MCP Server.

AI-powered n8n Workflow Builder for validated, production-ready workflows.

An experimental, 100% AI-generated, high-performance code intelligence server providing AI assistants with a graph-based understanding of codebases.

Local Skills MCP enables LLMs or AI agents to access local filesystem skills.

A Model Context Protocol (MCP) server that provides access to GitBook's API for AI assistants and LLM applications.

MCP Server for interacting with Storybook, retrieving story lists.

gofetch is an SSE Go MCP server for retrieving and extracting web content.

Osmosis-MCP-4B is a demo project for running models via a web server using Python.

Transform natural language queries into GraphQL using MCP Server.

Demo project integrating MCP Server with SnapTrade for Claude AI access.

MCP is a Model Context Protocol for building server applications with easy installation and usage.

An example Docker image for mcpo, a tool that exposes MCP (Model Context Protocol) servers as OpenAPI-compatible HTTP endpoints for OpenWebUI.

MCP FileSystem Tools streamline file operations with single calls for listing and reading files.

# MCP Server MCP Server is used for the front-end development environment (formerly known as vite-mcp-server).

A Nix flake for configuring MCP servers for clients like Claude and Cursor.

Cratographer is an MCP tool for indexing Rust code, enabling AI agents to quickly locate code elements.

MCP Server for X (Twitter) API with automation, analytics, and error handling.

MCP-123: Easily run an MCP server and client with minimal setup and OpenAI integration.