💻 编程开发 AI 工具

Cortex: Declaratively build MCP Servers using Golang.

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

Multi-agent MCP server for task coordination and file locking.

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

MCP GitHub Mapper is a MCP tool that will map any repository remotely and import the map directly into your code editor.

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

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

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

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

A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing deep architectural insights to AI agents.

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

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

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

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

Magic-API MCP Server integrates Model Context Protocol for enhanced API interactions.

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

AI-powered n8n Workflow Builder for creating validated workflows.

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

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

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

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

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

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

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

Prolog MCP provides tools for executing and querying Prolog predicates.

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

A server for interacting with Storybook using Model Context Protocol.

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

MCP server for delegating complex coding tasks to OpenCode in Cloudflare Sandboxes.

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

MCP server for controlling ThreeJs source code, only basic function

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

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

Template project for browser automation using Mastra and Playwright MCP.

MCP Client is a FastAPI app that orchestrates MCP tool servers, aggregates tools, and uses LLM for user queries.

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

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

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

Use Visual Studio Code as an MCP client

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

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

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

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

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

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

Open-source rules for Synta to enhance AI agents as N8N experts.

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

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

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