工具说明为英文。
技术工具雷达: Agents, skills and MCP
雷达筛选条件
工具排名
按实测增长排序，并在不同来源间归一化。 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未知最近提交：暂无数据
300+ free public & government data sources behind one API key, for AI agents.
mcp实测增长打开来源 ↗
安装
claude mcp add katzilla -- npx @katzilla/mcp817 天下载量+59 (+268.2 %) - 2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 %) - 3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 241GitHub 星标+1 120 (+2.7 %) - 4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 %) - 5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 %) - 6未知最近提交：暂无数据
Evidence-backed npm upgrade preflight and dependency audits for coding agents, paid via x402.
mcp实测增长打开来源 ↗
安装
claude mcp add safe-upgrade -- npx safe-upgrade-mcp187 天下载量+18 - 750 944GitHub 星标+780 (+1.6 %)
- 8未知最近提交：暂无数据
Track credit card benefits, welcome offers, loyalty points, and money deadlines. No bank login.
mcp实测增长打开来源 ↗
安装
claude mcp add creditsync -- npx @creditsync-pro/mcp907 天下载量+31 (+52.5 %) - 9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 %) - 10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 %) - 11未知最近提交：暂无数据
HiveLearn
MCPRead and author HiveLearn courses, events, quizzes, certificates, resources, leaderboards, tracks.
mcp实测增长打开来源 ↗
安装
claude mcp add hivelearn-mcp -- npx hivelearn-mcp277 天下载量+13 (+92.9 %) - 12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 %) - 13未知最近提交：暂无数据
Manage Google Play Console: releases, listings, monetization, reviews, and Android Vitals.
mcp实测增长打开来源 ↗
安装
claude mcp add play-console-mcp -- npx @wiseappsai/play-console-mcp547 天下载量+19 (+54.3 %) - 14未知最近提交：暂无数据
Commission infrastructure for AI commerce — program discovery, attribution, and settlement.
mcp实测增长打开来源 ↗
安装
claude mcp add syndicate-links -- npx syndicate-links-mcp667 天下载量+21 (+46.7 %) - 15活跃
Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://skills-sh.run.mcp.com.ai/mcp25 012GitHub 星标+304 (+1.2 %) - 16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 189GitHub 星标+261 (+0.62 %) - 17未知最近提交：暂无数据
Crypto trading backtesting, bot deployment, AI strategy, and account management for Sentinel Bot.
mcp实测增长打开来源 ↗
安装
claude mcp add sentinel -- npx mcp-server-sentinel317 天下载量+10 (+47.6 %) - 18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 632GitHub 星标+237 (+0.39 %) - 1936 806GitHub 星标+195 (+0.53 %)
- 20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 716GitHub 星标+190 (+0.40 %) - 21活跃
activepieces
MCPAI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
github实测增长打开来源 ↗
24 261GitHub 星标+161 (+0.67 %) - 22活跃
context-mode
MCPContext window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
github实测增长打开来源 ↗
20 368GitHub 星标+124 (+0.61 %) - 2332 718GitHub 星标+116 (+0.36 %)
- 24未知最近提交：暂无数据
BugCatcher
MCPBug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
mcp实测增长打开来源 ↗
安装
claude mcp add bugcatcher-mcp -- npx bugcatcher-mcp277 天下载量+6 (+28.6 %)
学习与参考资源
按实测增长排序，并在不同来源间归一化。 这些资源可单独访问，不参与主要排名。
- 194 166GitHub 星标+1 102 (+1.2 %)