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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活跃
Appllama
MCPStudy screens, flows and paywalls from top-earning iOS apps, then build from what wins.
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.appllama.io/mcp670GitHub 星标+309 (+85.6 %) - 2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 %) - 3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 %) - 4活跃
agentdock
MCPSecure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.
github实测增长打开来源 ↗
570GitHub 星标+137 (+31.6 %) - 5活跃
dbx
MCP20 MB lightweight cross-platform database client for 90+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持…
github实测增长打开来源 ↗
18 048GitHub 星标+628 (+3.6 %) - 6活跃
aura
MCPAURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.
github实测增长打开来源 ↗
339GitHub 星标+81 (+31.4 %) - 7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 %) - 8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 %) - 9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 %) - 10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 %) - 11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 - 1250 944GitHub 星标+780 (+1.6 %)
- 13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 %) - 14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 %) - 15活跃
Concord MCP
MCPCross-harness communication and shared work-state for AI coding agents.
mcp实测增长打开来源 ↗
安装
claude mcp add concord-mcp -- npx @concord-ai/concord-mcp302GitHub 星标+58 (+23.8 %) - 16活跃
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step…
github实测增长打开来源 ↗
1 880GitHub 星标+135 (+7.7 %) - 17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 %) - 18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 %) - 19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 %) - 20活跃
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any…
github实测增长打开来源 ↗
15 734GitHub 星标+289 (+1.9 %) - 21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 %) - 22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 %) - 23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 %)
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。
- 1活跃打开来源 ↗
A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, and MCP servers. Beginner path to power-user depth. Featured in Awesome…
github资源实测增长2 955GitHub 星标+253 (+9.4 %) - 294 166GitHub 星标+1 102 (+1.2 %)