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技术工具雷达: Agents, skills and MCP

雷达筛选条件

近期变化

Of 20 comparable tools in Agents, skills et MCP, 20 are increasing, 0 are stable, and 0 are declining. ECC has the largest measured increase: +6781 GitHub stars. These movements describe only changes in metrics collected over the period.

测量周期:2026-08-31 至 2026-09-07

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. 1

    技能
    活跃

    Review code 100X faster. Lens draws every PR as animated architecture and data-flow diagrams, inside the pull request itself. Use it as a GitHub App, GitHub Action, CLI, or a skill for your coding agent

    github实测增长打开来源 ↗

    安装 git clone https://github.com/coldteadotai/pr-lens ~/.claude/skills/pr-lens

    315GitHub 星标+268 (+570.2 %)
  2. 2

    MCP
    活跃

    File 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-human

    263GitHub 星标+208 (+378.2 %)
  3. 3

    技能
    活跃

    Local-first AI coding workflow for vibe coders, indie hackers, technical founders and product managers — catch missing tests and safety checks across Claude Code, Cursor, Windsurf, Replit, Lovable and Bolt.new.

    github实测增长打开来源 ↗

    安装 /plugin marketplace add hi0001234d/nexpath

    198GitHub 星标+154 (+350.0 %)
  4. 4
    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-monster

    149GitHub 星标+146 (+4866.7 %)
  5. 5
    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 openworkproof

    187GitHub 星标+144 (+334.9 %)
  6. 6
    活跃

    Create polished product demo videos with AI coding agents and Remotion. The UI is code, not a screen recording.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/Alexwtlf/agentic-product-demo ~/.claude/skills/agentic-product-demo

    180GitHub 星标+112 (+164.7 %)
  7. 7

    MCP
    活跃

    Local 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 agentburn

    122GitHub 星标+109 (+838.5 %)
  8. 8
    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-mcp

    100GitHub 星标+98 (+4900.0 %)
  9. 9

    MCP
    活跃

    Agent 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 %)
  10. 10
    活跃

    Use claude-code for free in the terminal, VSCode extension or via discord like openclaw

    github实测增长打开来源 ↗

    安装 /plugin marketplace add codeaashu/free-claude-code

    132GitHub 星标+89 (+207.0 %)
  11. 11

    技能
    活跃

    Skills that translate your coding agent's output into plain language: honest reports, straight verdicts, steps you can follow. MIT.

    github实测增长打开来源 ↗

    安装 /plugin marketplace add kharmanskyi/open-steps

    270GitHub 星标+113 (+72.0 %)
  12. 12

    MCP
    活跃

    Executable mathematics and independent verification for AI agents.

    mcp实测增长打开来源 ↗

    安装 claude mcp add jacobian -- npx jacobian

    163GitHub 星标+81 (+98.8 %)
  13. 13

    MCP
    活跃

    Bounded 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 flameox

    104GitHub 星标+57 (+121.3 %)
  14. 14
    活跃

    Re-anchor long conversations that drift through repeated local corrections.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/jinhanbuilds/hoist-the-elephant ~/.claude/skills/hoist-the-elephant

    105GitHub 星标+55 (+110.0 %)
  15. 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/mcp

    58GitHub 星标+54 (+1350.0 %)
  16. 16

    技能
    活跃

    Deletion-first Agent Skill for removing test bloat, verification theater, and speculative fallbacks while preserving behavior.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/MrZoyo/deslop-GPT ~/.claude/skills/deslop-GPT

    109GitHub 星标+54 (+98.2 %)
  17. 17

    技能
    活跃

    A Claude skill that turns brainstorming into an interactive mind map of inverted assumptions — no answers, no ranking, just provocations.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/ara-mkr/Wonder-Pill ~/.claude/skills/Wonder-Pill

    115GitHub 星标+55 (+91.7 %)
  18. 18
    活跃

    The marketing OS for AI agents — think like a marketer first, get tactics as the output.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/axelfreeman/marketing-mindset ~/.claude/skills/marketing-mindset

    52GitHub 星标+51 (+5100.0 %)
  19. 19

    技能
    活跃

    WikiSkill (arXiv:2608.27454) for Hermes Agent — self-evolving agent skills via a persistent knowledge wiki. Faithful Algorithm 1 implementation with real agent runs, isolated skill gating, and a documented live run log.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/ashutoshsinghpr7/wikiskill ~/.claude/skills/wikiskill

    121GitHub 星标+54 (+80.6 %)
  20. 20
    活跃

    Privacy-first AI project and Skill feedback loop for Codex and Claude Code—turn corrections into traceable requirements and verified repair plans.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/adand-91/requirement-ledger ~/.claude/skills/requirement-ledger

    105GitHub 星标+49 (+87.5 %)
  21. 21

    MCP
    活跃

    Framework-aware code intelligence MCP server for Claude Code and Codex — 70.5% 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 ↗

    161GitHub 星标+59 (+57.8 %)
  22. 22

    技能
    活跃

    Hire Google's Antigravity CLI (agy) as a fast Gemini staffer for Claude Code and OpenAI Codex.

    github实测增长打开来源 ↗

    安装 /plugin marketplace add keli-wen/agy-staff

    103GitHub 星标+45 (+77.6 %)
  23. 23

    技能
    活跃

    Forge is the open-source runtime for Anthropic's Agent Skills standard — built for the agent that runs next to a service, in your environment, on infrastructure you already operate. Write a SKILL.md. Compile to a portable, hardened agent.…

    github实测增长打开来源 ↗

    安装 git clone https://github.com/initializ/forge ~/.claude/skills/forge

    227GitHub 星标+71 (+45.5 %)
  24. 24
    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/mcp

    68GitHub 星标+35 (+106.1 %)
  25. 25
    活跃

    豆包工作系统化中文实践指南:教程、真实任务、Skills、连接器、自动化与多 Agent 工作流。

    github实测增长打开来源 ↗

    安装 git clone https://github.com/AlephAITech/DoubaoWorkGuide ~/.claude/skills/DoubaoWorkGuide

    133GitHub 星标+52 (+64.2 %)