开发工具 MCP 服务器

Helps agents write and test Storybook stories for UI components.

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

Official PostHog MCP Server for product analytics, feature flags, experiments, and more.

Task management for AI-driven development: PRD parsing, task expansion, multi-provider support and selective tool loading to save context.

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

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

Generic remote server that provides documentation for any GitHub repository or project.

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

Duplicate code detection with jscpd: check snippets and files for copy/paste duplication against a scanned project before committing.

Create UI components inspired by 21st.dev design engineers.

Open source device layer for AI agents: control mobile, web, TV, and desktop apps over MCP

Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed.

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

Access shadcn/ui v4 components, blocks, demos and metadata.

Interact with iOS simulators: get simulator information, control UI interactions and inspect UI elements.

Task management for coding agents with task memory, self-reflection and dependency management.

Navigate codebases with language server tools: go to definition, find references, rename and diagnostics.

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.

Work with JetBrains IDEs such as IntelliJ, PyCharm, WebStorm and Android Studio.

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

Connect to any HTTP/REST API server using an OpenAPI v3 spec.

Information on NixOS packages, system options, Home Manager configurations and nix-darwin macOS settings.

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

Fetch JSON, text and HTML data.

Next.js development tools MCP server with stdio transport

Manage Docker containers, images, volumes and networks.

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

Integrate any API with AI agents using its OpenAPI schema.

Figma control: create shapes, text and components, and set styles, auto-layout, variables and exports.

Visual DOM element selector for coding agents: a Chrome extension and server bridge to capture page elements with Option+Click.

Document format conversion using Pandoc: Markdown, HTML, PDF, DOCX, CSV and more.

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

AI-powered code indexer with semantic search and knowledge graphs

VS Code extension and MCP server for language-agnostic automatic debugging via breakpoints and expression evaluation.

Docker container management and operations.

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

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

Android device control, debugging, system analysis and UI automation, with a security framework.

Deploy HTML content to EdgeOne Pages and get a public URL.

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

JetBrains IDE plugin exposing indexing and refactoring features: rename, safe delete, find references, call and type hierarchy,…

Interact with iOS simulators (iPhone, iPad and more) through natural language commands.

Implements Claude Code-like capabilities for code understanding, modification and project analysis.

Identifies important files in a codebase from dependency relationships, with diagrams and importance scores.

Up-to-date documentation for a specific Rust crate via semantic search and LLM summarization.

Generate secure smart contracts in multiple languages from OpenZeppelin Wizard templates.

Accessible KoliBri web component samples, specs, docs and scenarios.

A semantic search engine for files and code.

Gives coding agents Figma data to write Flutter code, including asset exports, widgets and full-screen implementations.

Generate interactive mind maps.

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

Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

Connect to the VS Code IDE and use semantic tools like find usages.

Render Mermaid diagrams with live reload, themes and SVG, PNG or PDF export.

Line-oriented text file editor with partial file access to minimize token usage.

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

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

Connect to Apache Airflow.