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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. ponytail has the largest measured increase: +10767 GitHub stars. These movements describe only changes in metrics collected over the period.

测量周期：2026-08-29 至 2026-09-05

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 087GitHub 星标+1 407 (+206.9 %)
  2. 2

    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 558GitHub 星标+850 (+120.1 %)
  3. 3

    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 247GitHub 星标+949 (+318.5 %)
  4. 4

    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

    730GitHub 星标+663 (+989.6 %)
  5. 5

    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 ↗

    4 692GitHub 星标+2 306 (+96.6 %)
  6. 6

    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

    959GitHub 星标+438 (+84.1 %)
  7. 7

    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

    48 224GitHub 星标+16 835 (+53.6 %)
  8. 8

    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 %)
    • 9

      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

      609GitHub 星标+289 (+90.3 %)
    • 10

      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

      290GitHub 星标+259 (+835.5 %)
    • 11

      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

      1 761GitHub 星标+524 (+42.4 %)
    • 12

      技能
      活跃

      Claude skill: refactor code to reduce cyclomatic complexity

      许可证: Apache-2.0
      • agent-skills
      • claude
      • code-quality
      • refactoring

      github实测增长打开来源 ↗

      安装 git clone https://github.com/saurabhkumar8112/cyclomatic-complexity-skill ~/.claude/skills/cyclomatic-complexity-skill

      375GitHub 星标+209 (+125.9 %)
    • 13

      智能体
      活跃

      Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks.

      Python许可证: MIT
      • a2a
      • agent-orchestration
      • agent-routing
      • ai-agents
      • multi-agent-systems

      github实测增长打开来源 ↗

      3 456GitHub 星标+769 (+28.6 %)
    • 14

      技能
      活跃

      A cross-platform desktop app to manage Agent Skills in one place and sync them to multiple AI coding tools’ global skills directories — “Install once, sync everywhere”.

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

      github实测增长打开来源 ↗

      安装 git clone https://github.com/qufei1993/skills-hub ~/.claude/skills/skills-hub

      1 582GitHub 星标+372 (+30.7 %)
    • 15

      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

      525GitHub 星标+199 (+61.0 %)
    • 16

      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

      161GitHub 星标+118 (+274.4 %)
    • 17

      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

      868GitHub 星标+253 (+41.1 %)
    • 18

      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 %)
      • 19

        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

        684GitHub 星标+194 (+39.6 %)
      • 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

        210GitHub 星标+96 (+84.2 %)
      • 21

        技能
        活跃

        Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug…

        Python许可证: MIT
        • agent-skills
        • ai-scientist
        • bioinformatics
        • chemoinformatics
        • claude

        github实测增长打开来源 ↗

        安装 git clone https://github.com/K-Dense-AI/scientific-agent-skills ~/.claude/skills/scientific-agent-skills

        42 664GitHub 星标+4 642 (+12.2 %)
      • 22

        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

        42 798GitHub 星标+3 978 (+10.2 %)
      • 23

        技能
        活跃

        A Claude Code skill bundle for bug hunting and external red-team work - 82 skills, 15 slash commands, 681 disclosed-report patterns curated across 24 core vulnerability classes, plus enterprise identity + infrastructure attack matrices.

        Python许可证: MIT
        • ai-security
        • anthropic
        • application-security
        • bug-bounty
        • bugbounty

        github实测增长打开来源 ↗

        安装 git clone https://github.com/elementalsouls/Claude-BugHunter ~/.claude/skills/Claude-BugHunter

        4 275GitHub 星标+436 (+11.4 %)
      • 24

        技能
        活跃

        Give your AI agent a phone number: order a private number in 200+ countries over the API, read the SMS verification code, hand the number back. The widest country coverage in the category, checkable with one API call.

        Python许可证: MIT
        • agent-skill
        • agent-skills
        • ai-agents
        • anthropic
        • automation

        github实测增长打开来源 ↗

        安装 git clone https://github.com/sv-number/skills ~/.claude/skills/skills

        291GitHub 星标+103 (+54.8 %)
      • 25

        技能
        活跃

        38 editorial diagram types for Claude Code, Codex, and Pi. Self-contained HTML + SVG. No shadows. No Mermaid slop.

        HTML许可证: MIT
        • agent-skills
        • claude-code
        • codex
        • data-visualization
        • diagrams

        github实测增长打开来源 ↗

        安装 git clone https://github.com/cathrynlavery/diagram-design ~/.claude/skills/diagram-design

        31 015GitHub 星标+2 402 (+8.4 %)