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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, 3 are increasing, 17 are stable, and 0 are declining. OpenTrain has the largest measured increase: +1070 downloads over 7 days. Measurements are unchanged for Amazon ECS MCP Server, Amazon EKS MCP Server, AWS MCP Server. These movements describe only changes in metrics collected over the period.

测量周期：2026-08-31 至 2026-09-06

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

    De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Narrative-architecture repair for fiction, venue-matched rules for professional…

    Python许可证: MIT
    • agent-skills
    • ai-writing
    • antigravity
    • claude-code
    • codex

    github实测增长打开来源 ↗

    安装 git clone https://github.com/Nanako0129/sepia ~/.claude/skills/sepia

    2 308GitHub 星标+1 367 (+145.3 %)
  2. 2

    技能
    活跃

    Agent skill that turns Claude Code / Codex into a motion-design studio for voiceover-driven explainer videos — word-level voiceover sync, 78 motion recipe cards, an anti-slideshow camera system, Remotion rendering.

    HTML
    • agent-skills
    • ai-agent
    • claude
    • claude-code
    • explainer-video

    github实测增长打开来源 ↗

    安装 git clone https://github.com/Vincentwei1021/video-talkcraft ~/.claude/skills/video-talkcraft

    759GitHub 星标+600 (+377.4 %)
  3. 3

    技能
    活跃

    Stop That Shit（别再造史了）｜面向 Codex/GPT 场景的多平台 Hook + Skill Guard：拦截 AI coding agent 无需求的哈希、校验和与任务范围膨胀。 A multi-platform Hook + Skill Guard for AI coding agents in Codex/GPT workflows: stop unrequested hashes, checksums, and task-scope creep.

    JavaScript许可证: MIT
    • agent-skills
    • ai-agents
    • ai-coding
    • claude-code
    • codex

    github实测增长打开来源 ↗

    安装 git clone https://github.com/lennney/stop-that-shit ~/.claude/skills/stop-that-shit

    1 653GitHub 星标+812 (+96.6 %)
  4. 4

    MCP
    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.

    Shell许可证: MIT
    • ai-seo
    • backlinks
    • claude
    • claude-skills
    • dataforseo

    github实测增长打开来源 ↗

    525GitHub 星标+483 (+1150.0 %)
  5. 5

    技能
    活跃

    Claude skills for LinkedIn. 11 Claude Code and Codex skills that write human-sounding LinkedIn posts, craft comments that get noticed, analyze your feed, and build a publishing cadence, all from your terminal. Content engineering by…

    Python许可证: MIT
    • agent-skill
    • agent-skills
    • ai-agents
    • ai-content
    • ai-marketing

    github实测增长打开来源 ↗

    安装 git clone https://github.com/sergebulaev/linkedin-skills ~/.claude/skills/linkedin-skills

    1 159GitHub 星标+537 (+86.3 %)
  6. 6

    其他
    活跃

    Use ChatGPT Web (including Pro) as a native model in the Codex app — with context, tools, streaming and images beyond Codex usage limits.

    TypeScript许可证: MIT
    • chatgpt
    • chatgpt-pro
    • codex
    • free-ai
    • mcp

    github实测增长打开来源 ↗

    5 002GitHub 星标+2 292 (+84.6 %)
  7. 7

    技能
    活跃

    An agent organization for Claude Code, structured as a company — 15+ departments, 125+ skills, each independently installable.

    Markdown许可证: MIT
    • agent-marketplace
    • claude-code
    • claude-code-plugin
    • claude-plugin
    • claude-skills

    github实测增长打开来源 ↗

    安装 /plugin marketplace add cbrock84/headcount

    1 291GitHub 星标+573 (+79.8 %)
  8. 8

    技能
    活跃

    仕事の日本語を、読みやすくわかりやすく書く・直すための Agent Skill です。

    Python许可证: MIT
    • agent-skills
    • claude
    • claude-code
    • japanese
    • lint

    github实测增长打开来源 ↗

    安装 git clone https://github.com/coji/natural-japanese ~/.claude/skills/natural-japanese

    978GitHub 星标+455 (+87.0 %)
  9. 9

    MCP
    活跃

    ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

    TypeScript许可证: MIT
    • ai-agents
    • chatgpt
    • codex
    • mcp
    • model-context-protocol

    github实测增长打开来源 ↗

    2 545GitHub 星标+1 085 (+74.3 %)
  10. 10

    技能
    活跃

    An agent skill for building premium, immersive, scroll-driven websites. Works with Codex, Claude Code, and other coding agents. Also available as a Claude Code plugin.

    JavaScript许可证: MIT
    • accessibility
    • agent-skills
    • ai-web-design
    • anthropic
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add nateherkai/scroll-craft

    2 043GitHub 星标+755 (+58.6 %)
  11. 11

    技能
    活跃

    Agent skills and an AGENTS.md workflow template — isolate in worktrees, build to a service layer, prove with evidence, ship with before/after proof and Greptile review loops. For Claude Code, Cursor, and Codex.

    Python
    • agent-skills
    • ai-agents
    • claude-code
    • code-review
    • codex

    github实测增长打开来源 ↗

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

    633GitHub 星标+301 (+90.7 %)
  12. 12

    MCP
    活跃

    Study screens, flows and paywalls from top-earning iOS apps, then build from what wins.

    许可证: MIT

      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/mcp

      670GitHub 星标+309 (+85.6 %)
    • 13

      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

      TypeScript许可证: MIT
      • agent-skills
      • architecture-as-code
      • architecture-diagrams
      • claude-skills
      • code-visualisation

      github实测增长打开来源 ↗

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

      302GitHub 星标+269 (+815.2 %)
    • 14

      技能
      活跃

      Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.

      JavaScript许可证: MIT
      • agent-skills
      • architecture-as-code
      • architecture-diagram
      • claude-skill
      • code-visualization

      github实测增长打开来源 ↗

      安装 git clone https://github.com/tt-a1i/archify ~/.claude/skills/archify

      50 192GitHub 星标+14 989 (+42.6 %)
    • 15

      MCP
      活跃

      File a task with your local no_human and check on it: task_add and task_status over stdio.

      ↓ 442 下载/周Python许可证: MIT

        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 %)
      • 16

        MCP
        活跃

        Google Ads, Meta Ads & GA4 MCP server - 250+ tools for campaigns, creatives, audiences & reports.

        许可证: MIT

          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/mcp

          1 491GitHub 星标+418 (+39.0 %)
        • 17

          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.

          TypeScript许可证: Apache-2.0
          • ai-code-tools
          • ai-coding-assistants
          • ai-developer-tools
          • ai-pair-programming
          • bolt-new

          github实测增长打开来源 ↗

          安装 /plugin marketplace add hi0001234d/nexpath

          194GitHub 星标+150 (+340.9 %)
        • 18

          MCP
          活跃

          Verifiable execution for AI agents: Ed25519-signed work contracts and audit trails.

          Python许可证: Apache-2.0

            mcp实测增长打开来源 ↗

            安装 claude mcp add OpenWorkProof -- uvx openworkproof

            187GitHub 星标+144 (+334.9 %)
          • 19

            技能
            活跃

            Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

            Python许可证: Apache-2.0
            • agent-memory
            • agent-skills
            • ai-agents
            • benchmark
            • dataset

            github实测增长打开来源 ↗

            安装 git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus

            573GitHub 星标+213 (+59.2 %)
          • 20

            技能
            活跃

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

            Shell许可证: MIT
            • agent-skill
            • agent-skills
            • ai-agents
            • claude-code
            • claude-code-plugin

            github实测增长打开来源 ↗

            安装 /plugin marketplace add kharmanskyi/open-steps

            254GitHub 星标+126 (+98.4 %)
          • 21

            MCP
            活跃

            Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

            TypeScript许可证: MIT

              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 %)
            • 22

              技能
              活跃

              YouTube Transcript API skills for AI agents. Get transcripts, search videos, browse channels. Works with OpenClaw, Hermes Agent, and other agent runtimes.

              许可证: MIT
              • agent-skills
              • clawdbot
              • hermes-agent
              • openclaw
              • youtube-search

              github实测增长打开来源 ↗

              安装 git clone https://github.com/ZeroPointRepo/youtube-skills ~/.claude/skills/youtube-skills

              793GitHub 星标+208 (+35.6 %)
            • 23

              技能
              活跃

              Agent skill that removes signs of AI-generated writing from text

              Python许可证: MIT
              • agent-skills
              • ai-writing
              • claude-code
              • codex
              • cursor

              github实测增长打开来源 ↗

              安装 git clone https://github.com/blader/humanizer ~/.claude/skills/humanizer

              43 863GitHub 星标+4 819 (+12.3 %)
            • 24

              技能
              活跃

              AI agent skill for end-to-end hotel search and booking—compare live rates across leading OTAs and hotel suppliers, verify availability, book stays, and manage reservations, cancellations, and payments via the TourMind API.

              Python许可证: MIT
              • agent-skills
              • ai-agent
              • booking-api
              • codex-skills
              • hotel-api

              github实测增长打开来源 ↗

              安装 git clone https://github.com/tourmind-com/Tourmind-Booking-Skills ~/.claude/skills/Tourmind-Booking-Skills

              730GitHub 星标+196 (+36.7 %)

            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. 1

              autoharness

              技能
              活跃打开来源 ↗

              Autoharness — a self-learning skill layer for Claude Code — distills skills from your real sessions, updates them as you work, and prunes the ones that stop getting used. No daemon, no benchmark.

              Python许可证: MIT
              • agent-skills
              • claude-code
              • claude-code-plugin
              • llm-agents
              • python
              github

              安装 /plugin marketplace add tigerless-labs/autoharness

              资源实测增长
              2 236GitHub 星标+871 (+63.8 %)