工具说明为英文。
面向开发者的MCP 服务器
横向视图：已存储的采集数据中所有MCP 服务器，涵盖全部领域。访问期间不会发起新的采集。
活跃度
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此视图共 115 条。
工具排名
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。
- 1活跃
Honcho
MCPMemory that reasons: continual learning for stateful agents. Better context, fewer tokens.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.honcho.dev6 910GitHub 星标稳定 - 2活跃
An MCP Server for computer-use in Windows OS
mcp实测增长打开来源 ↗
安装
claude mcp add Windows-MCP -- uvx windows-mcp6 897GitHub 星标+69 (+1.0 %) - 3活跃
A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。
github实测增长打开来源 ↗
6 642GitHub 星标+166 (+2.6 %) - 4活跃
XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.
mcp实测增长打开来源 ↗
安装
claude mcp add XcodeBuildMCP -- npx xcodebuildmcp6 336GitHub 星标+46 (+0.73 %) - 5活跃
Repowise
MCPCodebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
mcp实测增长打开来源 ↗
安装
claude mcp add repowise -- uvx repowise6 319GitHub 星标+76 (+1.2 %) - 6活跃
XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.
mcp实测增长打开来源 ↗
安装
claude mcp add XcodeBuildMCP -- npx xcodebuildmcp6 309GitHub 星标稳定 - 7活跃
Explore the Claude Code CLI source — browse tools, commands, search code, and more.
mcp实测增长打开来源 ↗
安装
claude mcp add claude-code-explorer-mcp -- npx claude-code-explorer-mcp6 246GitHub 星标稳定 - 8活跃
MCP server for iOS and Android Mobile Development, Automation and Testing
mcp估算动量打开来源 ↗
安装
claude mcp add mobile-mcp -- npx @mobilenext/mobile-mcp6 196GitHub 星标— - 9活跃
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.apify.com/5 883GitHub 星标+813 (+16.0 %) - 10活跃
Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.
mcp实测增长打开来源 ↗
安装
claude mcp add claude-code-guide -- npx claude-code-ultimate-guide-mcp5 869GitHub 星标稳定 - 11活跃
Ouroboros
MCPPins an acceptance spec; the verify command and expected output never enter the success contract.
mcp实测增长打开来源 ↗
安装
claude mcp add ouroboros -- uvx ouroboros-ai5 730GitHub 星标+119 (+2.1 %) - 12活跃
Open-source auth gateway connecting 1000+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
github实测增长打开来源 ↗
5 532GitHub 星标+137 (+2.5 %) - 13活跃
Graft
MCPTurbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.
github实测增长打开来源 ↗
5 510GitHub 星标+447 (+8.8 %) - 14活跃
200+ transparent financial metrics calculated from raw statements, not third-party endpoints.
mcp实测增长打开来源 ↗
安装
claude mcp add financetoolkit -- uvx financetoolkit5 270GitHub 星标稳定 - 15活跃
Jitsu
MCPManage Jitsu data pipelines: destinations, streams, connections, functions, live events.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://use.jitsu.com/mcp5 062GitHub 星标+18 (+0.36 %) - 16活跃
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.
mcp实测增长打开来源 ↗
4 964GitHub 星标+11 (+0.22 %) - 17活跃
ai.exa/exa
MCPFast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.exa.ai/mcp4 963GitHub 星标+36 (+0.73 %) - 18活跃
Zotero MCP
MCPSearch, read, annotate, and add to your Zotero research library, local or web.
mcp实测增长打开来源 ↗
安装
claude mcp add zotero-mcp -- uvx zotero-mcp-server4 888GitHub 星标+90 (+1.9 %) - 19活跃
Local-first web intelligence MCP server for AI coding agents
mcp实测增长打开来源 ↗
安装
claude mcp add wigolo -- npx wigolo4 742GitHub 星标稳定 - 20活跃
Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.
mcp实测增长打开来源 ↗
安装
claude mcp add ha-mcp -- uvx ha-mcp4 543GitHub 星标稳定 - 21活跃
Gives AI development tools Firebase-specific capabilities and expertise.
mcp实测增长打开来源 ↗
安装
claude mcp add firebase-mcp -- npx firebase-tools4 463GitHub 星标稳定 - 22活跃
A Model Context Protocol server for generating charts using AntV.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server-chart -- npx @antv/mcp-server-chart4 345GitHub 星标稳定 - 23活跃
Real-time market data, screeners, technical analysis & backtesting for stocks, crypto and forex.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.cryptosieve.com/mcp4 280GitHub 星标稳定 - 24活跃
agent-device
MCPLet AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps
mcp实测增长打开来源 ↗
安装
claude mcp add agent-device -- npx agent-device4 265GitHub 星标稳定 - 25活跃
agent-device
MCPMCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps
mcp实测增长打开来源 ↗
安装
claude mcp add agent-device -- npx agent-device4 265GitHub 星标稳定