开发 MCP 服务器

MCP server for discovering, reading, and changing ZenML resources with compact generic tools

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

🧠 AI-native Android automation via MCP. Give Claude, GPT, Gemini or any AI agent full control over Android — tap, swipe, type, screenshot…

把多模型 Provider、本地密钥和 HeavySkill 讨论统一成 MCP 网关 | Local MCP gateway for multi-provider LLM routing, secrets, and HeavySkill discussions.

Local-native Context Engine MCP server for codebase indexing, semantic retrieval, planning, and review workflows.

Safe Python interpreter based on Hugging Face smolagents' LocalPythonExecutor.

75 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.

See, find and interact with UI elements in any desktop application, like Playwright for the whole OS.

Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

Powerful MCP server for Termux — let AI agents run shell commands on your Android device in real time.

Run LLM-generated code in a YepCode sandbox and create custom MCP tools in JavaScript or Python with npm and PyPI packages.

Clone any website's frontend into Next.js or Astro and verify it with pixel diffs.

C# MCP server for kernel & user-mode Windows debugging — DbgEng COM, KDNET, Frida, dbgsrv, TTD, and integrated VM control. 29 tools for…

MCP server for Apple Photos - query, search, export, and inspect the macOS Photos library via Claude and other AI assistants, plus opt-in…

Go language server (gopls) wrapped as an MCP server for AI-powered code assistance in Claude and other MCP-compatible tools

Provides TypeScript API information so agents can work with APIs not in their training data.

Lists MCP servers so you can ask your client which ones could improve your daily workflow.

Developer utilities: SEO optimization, document conversion, domain lookup, email validation, QR codes, weather data, social media posting…

Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

Ionic coding assistant for building mobile apps with React, Angular, Vue or vanilla JS.

Share the same project justfile tasks with your AI Coding Agent.

A Whistle proxy management tool based on Model Context Protocol that allows AI assistants to directly control local Whistle proxy servers,…

Search, retrieve and solve LeetCode problems, with metadata filtering and access to user profiles, submissions and contest data.

Interact with the Bruno API client.

A persistent, multi-agent Model Context Protocol (MCP) server. Continuum gives AI coding agents — Claude Code, OpenCode, Codex, Gemini CLI…

MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

Model Context Protocol (MCP) server for OmniFocus on macOS, with Rust, Python, and TypeScript implementations

Control interactive terminals (PTY) with stateful sessions, SSH connections and background process management.

Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

AI-powered PCSX2 debugger bridge via Model Context Protocol (MCP). Set breakpoints, read registers, disassemble MIPS, inspect memory all…

A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC.

Cloud MCP gateway that connects a StackChan desk robot to claude.ai — OAuth 2.1 bridge, reflex daemon, pixel avatar toolkit, and the field…

MCP server + prompt that turns any AI coding agent (Cursor, Claude Code, Cline, Kiro, Windsurf…) into your Digital Twin — generate a…

Appium MCP Server 是一个异步、高性能的移动自动化测试框架，基于 MCP 协议与 Claude/ChatGPT 等 AI 集成，支持 Android/iOS 设备的发现、连接、UI 自动化和系统操作。

Experimental MCP server for Dynamics 365 F&O X++ development. Provides object creation, modification, and codebase navigation through the…

A powerful Model Context Protocol (MCP) server for J-Link debuggers that provides comprehensive debugging capabilities including memory…

Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent

MCP Server for AI Agents to use Moomoo OpenAPI (https://www.moomoo.com/OpenAPI)

67 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, codegen, audit.

MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS

Code intelligence MCP server for 17+ programming languages.

Android device bridge for Claude Code via MCP + Shizuku. No root, no model polling.

Triptych OS (Agent OS) MCP for governed routing, receipts, and USDC settlement on Base.

Read-only MCP server that turns a folder or repository into redacted, token-efficient context.

MCP server for Commodore 64 Ultimate hardware and VICE emulator control.

agentic-obs: A Model Context Protocol (MCP) server that provides AI assistants with programmatic control over OBS Studio via the OBS…

An Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.

Spec-driven dev workflow MCP: start_* orchestration, memory, GitNexus, quality gates.

Swift reviews, local Apple references, app scaffolding and iOS simulator workflows.

MindBridge is an AI orchestration MCP server that lets any app talk to any LLM — OpenAI, Anthropic, DeepSeek, Ollama, and more — through a…

🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through MCP | React, Vue, Next.js, Flutter & more

On-demand tool discovery for all your MCPs and per-subagent MCP controls to preserve context window.

Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning

MCP server for Django integration with LLM assistants

Let your coding agent use the Firefox, Zen, or LibreWolf browser you already have open.

Queryable UniFi API docs: endpoint search, schemas, code examples. No controller access.

Model Context Protocol (MCP) server that interacts with a Debugger

MCP server for App Store Connect & Google Play Console — iOS/Android app management

Code quality gate for AI-generated code, detecting hallucinated packages, phantom dependencies, stale APIs and AI-specific defects.