开发 MCP 服务器
开发 分类 — 1388 个 MCP 服务器,按 GitHub star 数排序。
tree-sitter-analyzer
Cross-language-safe code-intelligence MCP for AI agents: 13 languages, family-gated call graph, blast radius, health grading, 8 facade…
astro-mcp
MCP server to support Astro project development
arch-mcp
Search the Arch Wiki and AUR, get package info, check for updates, install packages and analyze PKGBUILDs, from Arch or non-Arch systems.
consiliency/code-index-mcp
Code indexing MCP server to provide context to coding agents.
Just MCP Server
Expose curated Justfile recipes via MCP for safe deterministic automation.
dotpals
Checks what local coding agents such as Claude Code, Codex and Cursor really did: files changed, commands run and test results read from…
mcp-batchit
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduces overhead, saves tokens, and simplifies complex operations…
FocusRelay
Connect AI tools to OmniFocus on macOS to find, review, and safely update tasks and projects.
XcodeMCP
Control Xcode directly via JXA for build, test, debug operations with XCLogParser integration
mcp-android-server-python
MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for automating Android devices using uiautomator2. It's…
OpenSysML MCP server
SysML v2 and KerML for coding agents: workspace diagnostics and edits, execution, REPL sessions.
deepseek-as-subagent
Run DeepSeek as a sub-agent in Claude Code or Codex CLI, with its own agent loop for reading, editing and running commands in a sandboxed…
srclight
Code indexing with SQLite FTS5, tree-sitter and embeddings for symbol search, call graphs, git intelligence and hybrid semantic search.
react-analyzer-mcp
Analyze React code locally and generate docs or llm.txt for a whole project at once.
windbg-mcp-rs
A WinDbg plugin that turns the current debugging session into an MCP server for command docs, debugger actions, and AI-assisted analysis.
shadcn-svelte-mcp
tmcp MCP server for live shadcn-svelte docs, Bits UI API, and Lucide icons.
recallium
Engineering memory for coding agents: the decisions, fixes and constraints behind your code, with who recorded them, the files and the…
mcp-server-ssh
Heimdall
Every App Store Connect + StoreKit 2 endpoint. 786 tools in 14 profiles, narrow to 17.
Joxo
One shared project for a team's coding agents: decisions, a task board and handoffs.
quarkus-agent-mcp
A standalone MCP server that enables AI coding agents to create, manage, and interact with Quarkus applications. It runs as a separate…
gr-mcp
Create and modify GNU Radio RF flowcharts (.grc files).
buildkite-mcp-server
MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.
mcp-ai-server-visual-studio
#️⃣ 🏠 🪟 - Roslyn-based Visual Studio integration: semantic code navigation, symbol search, inheritance trees, call graphs, safe rename and…
paperclip-mcp
MCP server for the Paperclip AI agent orchestration platform
rag-code-mcp
Privacy-first semantic code navigation MCP server using RAG. Features deep AST multi-language support (Go, PHP/Laravel/WP, JS/TS/React,…
merterbak/grok-mcp
Access xAI's Grok API with agentic tool calling, image generation, vision and file support.
uiautomator2-mcp-server
A MCP (Model Context Protocol) server that provides tools for controlling and interacting with Android devices using uiautomator2.
django-rest-framework-mcp
Expose Django REST Framework APIs as MCP tools for LLMs and agentic applications
alibabacloud-rds-openapi-mcp-server
MCP server for RDS Services via OPENAPI.
agentmako
Local-first codebase intelligence MCP server for AI coding agents.
pagecast
Record any browser page as GIF or video via MCP
user-feedback-mcp
Enable a human-in-the-loop feedback workflow in AI coding tools.
mcp-console-automation
MCP server for AI-driven console application automation and monitoring
Stigmergy-mcp
MCP server implementing digital pheromone-based indirect coordination for AI coding agents
simulator-mcp-server
Control iOS Simulators.
polarvista/xcode-mcp-server
Credit Optimizer v5 for Manus AI
Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.
srmorete/mobile-device-mcp
Control iOS and Android devices with multi-device and seamless Native/WebView support.
tasker-mcp
An MCP server for Android's Tasker automation app.
xray
Code intelligence via ast-grep: map project structure, fuzzy-find symbols and assess change impact in Python, JS/TS and Go.
copilotkit/pathfinder
Self-hosted MCP server for docs, code search, and conversational sources
Agent402.Tools: pay-per-call web tools
Agentic Finance: 500+ agent tools, multi-chain USDC over x402 or MPP, or free via proof-of-work
1mcpserver
Automatically discover and configure MCP servers on your local machine.
DuDuClaw
Local persistent memory and Markdown wiki for AI coding agents: 24 MCP tools, no gateway required.
shadowgit-mcp
A Model Context Protocol (MCP) server that provides AI assistants with secure, read-only access to your ShadowGit repositories. This…
flutter_agent_lens
Agent-first Model Context Protocol (MCP) server to debug, profile, and optimize running Flutter apps. Connects AI assistants to Dart VM…
clangd-mcp-server
Experimental implementation of a MCP for Claude Code that lets it connect to a language server like clangd.
argot
Read-only context and complete checks against patterns learned from git history. Local; no LLM.
processhacker-mcp
your ai debugger, vibe hacking tool
vercel-ai-docs-mcp
AI-powered search and querying of the Vercel AI SDK documentation.
repo-graph
Structural graph map of any codebase so LLMs navigate by structure, not guesswork.
code-memory
Local semantic code search with Git history. Works offline, no API key needed.
memi
Memi is the design layer for agentic AI.
agora-code
Persistent memory and codebase intelligence for AI coding agents, indexes symbols, tracks sessions, and exposes structured project…
Brave DevTools MCP
MCP server and CLI for Brave DevTools
devcontext
DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context…
schoolinfo-mcp
학교알리미 공시정보 MCP 서버 + CLI — 학부모가 내 아이 학교의 급식·학생수·수행평가 계획을 쉽게 확인 (OpenAPI + kordoc hwp 파싱)
otakit
Inspect, upload, release, monitor, and revert OtaKit Capacitor OTA updates.
business-central-mcp
MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered WebUI protocol. Enables AI assistants like Claude to…