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
排序方式
此视图共 125 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
n8n
MCPFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
github实测增长打开来源 ↗
203 269GitHub 星标+538 (+0.27 %) - 2活跃
Control a real Chrome browser to complete any task: fill forms, extract data, book flights.
mcp实测增长打开来源 ↗
安装
claude mcp add browser-use -- uvx browser-use112 200GitHub 星标+1 112 (+1.0 %) - 3活跃
gemini-cli
MCPAn open-source AI agent that brings the power of Gemini directly into your terminal.
github实测增长打开来源 ↗
106 807GitHub 星标+71 (+0.07 %) - 4活跃
worldmonitor
MCPReal-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
github实测增长打开来源 ↗
85 499GitHub 星标+796 (+0.94 %) - 5活跃
Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 74 tools.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://worldmonitor.app/mcp85 499GitHub 星标+1 098 (+1.3 %) - 6活跃
Netdata
MCPReal-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://app.netdata.cloud/api/v1/mcp80 342GitHub 星标稳定 - 7活跃
Trending hip-hop artist momentum scores across four cultural dimensions.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://labelhead-mcp-public-production.up.railway.app/mcp79 966GitHub 星标+517 (+0.65 %) - 8活跃
Scrapling
MCP🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
github实测增长打开来源 ↗
78 311GitHub 星标+1 329 (+1.7 %) - 9活跃
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
mcp实测增长打开来源 ↗
安装
claude mcp add Scrapling -- uvx scrapling78 307GitHub 星标+1 639 (+2.1 %) - 10活跃
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
mcp实测增长打开来源 ↗
安装
claude mcp add claude-flow -- npx claude-flow69 659GitHub 星标稳定 - 11活跃
headroom
MCPCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
github实测增长打开来源 ↗
68 835GitHub 星标+901 (+1.3 %) - 12活跃
TrendRadar
MCP⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker…
github估算动量打开来源 ↗
62 021GitHub 星标— - 13活跃
context7
MCPContext7 Platform -- Up-to-date code documentation for LLMs and AI code editors
github实测增长打开来源 ↗
61 596GitHub 星标+239 (+0.39 %) - 14活跃
Context7
MCPUp-to-date code docs for any prompt
mcp实测增长打开来源 ↗
安装
claude mcp add context7 -- npx @upstash/context7-mcp61 357GitHub 星标稳定 - 15活跃
MCP server for Chrome DevTools
mcp实测增长打开来源 ↗
安装
claude mcp add chrome-devtools-mcp -- npx chrome-devtools-mcp50 853GitHub 星标+1 083 (+2.2 %) - 1650 850GitHub 星标+858 (+1.7 %)
- 17活跃
Draw and visually collaborate with your agents on tldraw's canvas.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://tldraw-mcp-app.tldraw.workers.dev/mcp50 016GitHub 星标稳定 - 18活跃
Metabase
MCPLets AI clients search, explore, query, and visualize data in a Metabase instance.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://{metabase_host}/api/mcp48 981GitHub 星标稳定 - 19活跃
nanobot
MCPUltra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
github实测增长打开来源 ↗
47 702GitHub 星标+196 (+0.41 %) - 20活跃
Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more
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.puter.com/43 374GitHub 星标+103 (+0.24 %) - 21活跃
A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!
github实测增长打开来源 ↗
42 161GitHub 星标+265 (+0.63 %) - 22活跃
Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.
mcp实测增长打开来源 ↗
安装
claude mcp add codebase-memory-mcp -- npx codebase-memory-mcp42 100GitHub 星标+1 314 (+3.2 %) - 23活跃
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
github实测增长打开来源 ↗
42 100GitHub 星标+1 082 (+2.6 %)
学习与参考资源
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 这些资源可单独访问，不参与主要排名。
- 194 028GitHub 星标+1 023 (+1.1 %)
- 2活跃打开来源 ↗
ruflo
MCP🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code /…
github资源实测增长70 375GitHub 星标+716 (+1.0 %)