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 122 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 181GitHub 星标+539 (+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-use111 088GitHub 星标稳定 - 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 778GitHub 星标+57 (+0.05 %) - 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 414GitHub 星标+834 (+0.99 %) - 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/mcp84 401GitHub 星标稳定 - 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+96 (+0.12 %) - 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 449GitHub 星标稳定 - 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 103GitHub 星标+1 284 (+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 scrapling76 668GitHub 星标稳定 - 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+1 143 (+1.7 %) - 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 629GitHub 星标+784 (+1.2 %) - 12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 497GitHub 星标+183 (+0.30 %) - 13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+328 (+0.54 %) - 1450 436GitHub 星标+601 (+1.2 %)
- 15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+134 (+0.27 %) - 16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-mcp49 770GitHub 星标稳定 - 17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+122 (+0.25 %) - 18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 625GitHub 星标+151 (+0.32 %) - 19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 271GitHub 星标稳定 - 20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 066GitHub 星标+216 (+0.52 %) - 21活跃
Free open-source resume builder with remote MCP tools for resumes and job applications.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://rxresu.me/mcp41 896GitHub 星标+561 (+1.4 %) - 22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 ↗
41 744GitHub 星标+836 (+2.0 %) - 23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-mcp40 786GitHub 星标稳定
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。
- 193 731GitHub 星标+835 (+0.90 %)
- 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 271GitHub 星标+697 (+1.0 %)