开发工具 MCP 服务器

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI,…

Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project…

Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.

MCP server for iOS and Android Mobile Development, Automation and Testing

Copy/paste (duplicate code) detection for codebases. The jscpd detector's built-in MCP server lets agents check snippets and files for…

Create crafted UI components inspired by the best 21st.dev design engineers.

MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps

An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables,…

Kubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations.

MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.

A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by…

A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and…

MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition,…

Connect AI models like Claude & ChatGPT with ROS robots using MCP

BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.

Connect to JetBrains IDE

AI code research platform. Search, analyze, and extract insights from any GitHub repository.

Connect any HTTP/REST API server using an Open API spec (v3)

MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings…

An MCP server to flexibly fetch JSON, text, and HTML data

Next.js development tools MCP server with stdio transport

Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.

Integrate with Docker to manage containers, images, volumes, and networks.

Give AI agents public HTTPS/TCP/UDP URLs for any localhost service. Open source, self-hostable.

Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)

Full Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools.

Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc.…

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.

Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.

An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.

Docker container management and operations through MCP

Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.

AI-powered code indexer with semantic search and knowledge graphs

The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive…

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

Xcode integration for project management, file operations, and build automation

A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring…

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language…

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with…

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI…

Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM…

A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on…

Streaming KoliBri MCP server (NPM: `@public-ui/mcp`) delivering 200+ guaranteed accessible web component samples, specs, docs, and…

Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets…

A semantic search engine for files and code.

A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.

Local Go repository call graphs and structural analysis for coding agents over stdio.

Connect to VSCode ide and use semantic tools like `find_usages`

Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.

A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF)…

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

Reusable prompt templates, multi-step workflow chains, and quality gates for any MCP client.

Code graph MCP: 81 languages, 88 frameworks, 72.7% fewer PR-review tokens, comprehension at parity

MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.

MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.

MCP server to access and manage LLM application prompts created with…