🛠️ 开发 / 代码类 MCP server

代码托管、CI 与研发工具GitHub、GitLab、CI/CD、代码分析等研发协作类 MCP server。

数据来源:官方 registry · GitHub API · npm · 更新于 2026-09-04

本类共 1897 个 server,其中 12 个已半年无更新或弃坑(已折叠到底部)。

排序:

主题由受控词表自动标注;低置信度条目会进入人工复核队列。

显示 48/1897 个

io.github.microsoft/playwright-mcp

Playwright Tools for MCP

87
活跃36.1k7 天前更新

io.github.homeassistant-ai/ha-mcp

Comprehensive Model Context Protocol server for managing Home Assistant through

87
物联网与机器人
活跃4.4k今天更新

io.github.usekaneo/kaneo

Official MCP server for Kaneo: manage tasks, projects, and labels from Claude an

86
活跃8k今天更新

io.github.Ataraxy-Labs/sem

Entity-level code intelligence: semantic diff, impact analysis, blame, and conte

86
活跃3.3k今天更新

io.github.atilaahmettaner/tradingview-mcp

Real-time market data, screeners, technical analysis & backtesting for stocks, c

85
金融与市场数据
活跃3.9k5 天前更新

io.github.zereight/gitlab-mcp

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, release

85
活跃1.9k10 天前更新

io.github.github/github-mcp-server

GitHub

84
自动化与生产力
活跃32.3k今天更新

io.github.mobile-next/mobile-mcp

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

84
自动化与生产力
活跃5.9k5 天前更新

io.github.droidrun/mobilerun

Control real Android and iOS devices with LLM agents — tap, swipe, type, automat

83
活跃9.1k5 天前更新

io.github.HUANGCHIHHUNGLeo/claude-real-video

Let any LLM watch a video locally — and search everything it has ever watched.

83
设计与媒体
活跃2k1 天前更新

io.github.hostinger/hostinger-api-mcp

MCP server for Hostinger API

83
活跃140今天更新

io.github.mutonby/openshorts

Turn long videos into viral vertical shorts and publish them to TikTok, Instagra

82
设计与媒体
活跃3.2k今天更新

io.github.mongodb-js/mongodb-mcp-server

MongoDB Model Context Protocol Server

82
活跃1.1k今天更新

io.github.shinpr/mcp-local-rag

Easy-to-setup local RAG server with minimal configuration

82
活跃3684 天前更新

io.github.BlockRunAI/blockrun-mcp

Web search, deep research, prediction markets & crypto data for AI agents. Pay p

81
活跃3903 天前更新

io.github.alisaitteke/photoshop-mcp

MCP server for Adobe Photoshop — 102 tools (generative AI + recipes), standalone

81
设计与媒体
活跃3239 天前更新

io.github.vishalsachdev/canvas-mcp

Canvas LMS integration for students and educators with FERPA-compliant analytics

81
活跃190今天更新

io.github.awkoy/notion-mcp-server

Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless

81
活跃16611 天前更新

io.github.containers/kubernetes-mcp-server

A Model Context Protocol (MCP) server for Kubernetes and OpenShift

80
活跃2k3 天前更新

io.github.mims-harvard/tooluniverse

2,500+ scientific tools for AI scientists: life science, research, literature, a

80
科研与健康
活跃1.6k今天更新

io.github.chernistry/bernstein

Declarative agent orchestration for engineering teams

80
活跃929今天更新

io.github.StuMason/coolify

44 optimized tools for managing Coolify infrastructure, diagnostics, and docs se

80
活跃5486 天前更新

io.github.Lyellr88/marm-mcp-server

Universal MCP Server with advanced AI memory capabilities and semantic search.

80
活跃329今天更新

io.github.ucsandman/dashclaw

MCP server for DashClaw governance — guard, record, invoke, and discover capabil

80
活跃2931 天前更新

io.github.jfarcand/mirroir-mcp

Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, ty

80
活跃1931 天前更新

io.github.achiya-automation/safari-mcp

Native Safari browser automation for AI agents — 97 tools, zero Chrome overhead.

80
自动化与生产力
活跃1651 天前更新

io.github.dcostenco/prism-coder

Session memory for coding agents: local-first recall, drift detection, on-device

80
活跃155今天更新

io.github.shinpr/mcp-image

AI image generation and editing with prompt optimization and quality presets

80
设计与媒体
活跃1527 天前更新

io.github.dynatrace-oss/Dynatrace-mcp

[DEPRECATED] Dynatrace MCP Server. Migrate to dynatrace-for-ai or Dynatrace Remo

80
监控与可观测性
活跃13421 天前更新

io.github.structured-world/gitlab-mcp

Advanced GitLab MCP server

80
活跃611 天前更新

io.github.mohitagw15856/pm-claude-skills

1117 professional Agent Skills + workflow recipes — searchable & fetchable over

79
自动化与生产力
活跃1.3k1 天前更新

io.github.ludo-technologies/pyscn

pyscn

79
活跃1k2 天前更新

io.github.codegraph-ai/codegraph

Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory

79
活跃699 天前更新

io.github.grafana/mcp-grafana

An MCP server giving access to Grafana dashboards, data and more.

78
监控与可观测性
活跃3.4k2 天前更新

io.github.blazickjp/arxiv-mcp-server

Search arXiv papers, download full text, semantic search, citation graphs, and a

78
监控与可观测性
活跃3.1k今天更新

io.github.mnemox-ai/tradememory-protocol

MCP memory for AI trading agents. Store trades, recall similar setups, track str

78
金融与市场数据
活跃1.4k11 天前更新

io.github.vshulcz/deja-vu

Local searchable memory over your coding-agent session histories, served back vi

78
活跃634今天更新

io.github.UI5/webcomponents-react-mcp-server

MCP server for UI5 Web Components for React - Developer documentation and API as

78
活跃5375 天前更新

io.github.Ikalus1988/misakanet

Agent failure memory network. Search 235+ verified debugging lessons from real e

78
活跃395今天更新

io.github.erpipe-org/mcp-odoo

Odoo MCP: gated writes, multi-instance. Free hosted: ERPipe (mcp.erpipe.com)

78
活跃3901 天前更新

io.github.tuanle96/mcp-odoo

Odoo MCP: gated writes, multi-instance. Free hosted: ERPipe (mcp.erpipe.com)

78
活跃3883 天前更新

io.github.sjkim1127/reversecore-mcp

Reversecore MCP

78
安全与合规
活跃186今天更新

io.github.KryptosAI/mcp-observatory

MCP security scanner. CI-native testing, attack simulation, health scoring, and

78
活跃1753 天前更新

io.github.devlint/gitwand

Auto-resolves Git merge conflicts so agents only touch the complex hunks.

78
活跃164今天更新

io.github.wgt19861219/godot-mcp-enhanced

Enhanced Godot 4.5-4.7 MCP: headless+editor+bridge, secure GDScript sandbox, clo

78
游戏与 3D
活跃84今天更新

io.github.atef-ataya/depwire

Dependency graph + 24 MCP tools. Impact analysis, simulation, security, agent co

78
活跃59今天更新

io.github.n24q02m/better-godot-mcp

Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game

78
游戏与 3D
活跃32今天更新

io.github.arikusi/deepseek

MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and

78
活跃17今天更新

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