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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
Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads data via MCP, with DataForSEO built in. Free, MIT.
github实测增长打开来源 ↗
525GitHub 星标+483 (+1150.0 %) - 2活跃
ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.
github实测增长打开来源 ↗
2 545GitHub 星标+1 085 (+74.3 %) - 3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 %) - 4活跃
no_human
MCPFile a task with your local no_human and check on it: task_add and task_status over stdio.
mcp实测增长打开来源 ↗
安装
claude mcp add no_human -- uvx no-human263GitHub 星标+208 (+378.2 %) - 5活跃
Google Ads, Meta Ads & GA4 MCP server - 250+ tools for campaigns, creatives, audiences & reports.
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.get-ryze.ai/mcp1 491GitHub 星标+418 (+39.0 %) - 6活跃
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.
mcp实测增长打开来源 ↗
安装
claude mcp add seo-monster -- uvx seo-monster149GitHub 星标+146 (+4866.7 %) - 7活跃
Verifiable execution for AI agents: Ed25519-signed work contracts and audit trails.
mcp实测增长打开来源 ↗
安装
claude mcp add OpenWorkProof -- uvx openworkproof187GitHub 星标+144 (+334.9 %) - 8活跃
agentburn
MCPLocal profiler: which usage window took you out, and where your agent's money goes
mcp实测增长打开来源 ↗
安装
claude mcp add agentburn -- uvx agentburn122GitHub 星标+109 (+838.5 %) - 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
Managed LinkedIn MCP server for AI agents: search, connect, message and enrich on accounts you own.
mcp实测增长打开来源 ↗
安装
claude mcp add linkedin-mcp -- npx @gtm-api/linkedin-mcp100GitHub 星标+98 (+4900.0 %) - 11活跃
Moira
MCPAgent Workflow Engine — multi-step MCP workflows with per-step directives and validation.
mcp实测增长打开来源 ↗
114GitHub 星标+92 (+418.2 %) - 12活跃
Jacobian
MCPExecutable mathematics and independent verification for AI agents.
mcp实测增长打开来源 ↗
安装
claude mcp add jacobian -- npx jacobian163GitHub 星标+81 (+98.8 %) - 13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 ↗
606GitHub 星标+164 (+37.1 %) - 14活跃
Flameox
MCPBounded local runtime evidence from explicit artifacts and typed direct targets.
mcp实测增长打开来源 ↗
安装
claude mcp add flameox -- uvx flameox104GitHub 星标+57 (+121.3 %) - 15活跃
Mobile proxies, non-VoIP SMS verifications, dedicated numbers, and global eSIMs for AI agents.
mcp实测增长打开来源 ↗
安装
claude mcp add voidmob-mcp -- npx @voidmob/mcp58GitHub 星标+54 (+1350.0 %) - 16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 wigolo5 090GitHub 星标+348 (+7.3 %) - 17活跃
Manage social publishing workflows through OpenPost
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.openpo.st/mcp68GitHub 星标+35 (+106.1 %) - 18活跃
SandBase
MCPConnect MCP clients to 2,000+ AI models without managing provider API keys.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://sandbase.ai/v1/mcp110GitHub 星标+46 (+71.9 %) - 19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 ↗
346GitHub 星标+88 (+34.1 %) - 20活跃
Code graph MCP server for AI agents: 81 languages, 87 frameworks, 90.6% fewer PR-review tokens
mcp实测增长打开来源 ↗
安装
claude mcp add trace-mcp -- npx trace-mcp155GitHub 星标+53 (+52.0 %) - 21活跃
trace-mcp
MCPFramework-aware code intelligence MCP server for Claude Code and Codex — 90.6% fewer input tokens to review a pull request, median over 60 merged PRs in repos we don't own. 81 languages, 87 frameworks, 100% local.
github实测增长打开来源 ↗
155GitHub 星标+53 (+52.0 %) - 22活跃
Mindwtr
MCPTask and project automation for local Mindwtr data, with read-only self-hosted Cloud access.
mcp实测增长打开来源 ↗
安装
claude mcp add mindwtr -- npx mindwtr-mcp1 952GitHub 星标+188 (+10.7 %) - 23活跃
LogiSheets
MCPAn Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.
mcp实测增长打开来源 ↗
安装
claude mcp add logisheets-mcp -- npx logisheets-mcp40GitHub 星标+25 (+166.7 %) - 24活跃
arr-mcp
MCPOne MCP server for the whole media stack: Radarr, Sonarr, Prowlarr, Bazarr, Jellyfin, Seerr
mcp实测增长打开来源 ↗
38GitHub 星标+22 (+137.5 %)
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 966GitHub 星标+257 (+9.5 %)