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This view contains entries created less than 30 days ago. The stored editorial content remains in English.

排序方式

按实测增长排序,并在不同来源间归一化。

该排名的计算方式

The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.

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
    活跃

    Agent Skill: make Claude write in Barbara Minto's Pyramid Principle - answer first, grouped reasons, evidence under each.

    github实测增长Measured age: 18 days1.83 GitHub 星标 per day over 6 days

    Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 29/100打开来源 ↗

    安装 git clone https://github.com/millwright-labs/minto-pyramid-skill ~/.claude/skills/minto-pyramid-skill

    65GitHub 星标+11 (+20.4 %)
  2. 2
    活跃

    Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.

    github实测增长Measured age: 23 days4.33 GitHub 星标 per day over 6 days

    Daily change decreased by 6.09 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.3/100打开来源 ↗

    391GitHub 星标+26 (+7.1 %)
  3. 3

    MCP
    活跃

    Connect AI agents to your self-hosted HQBase shared email workspace.

    mcp实测增长Measured age: 26 days3.83 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 26.9/100打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://{installation_domain}/mcp

    309GitHub 星标+23 (+8.0 %)
  4. 4
    活跃

    `xxg-portrait-rebuild-light` is an image-edit skill for existing portrait photos. It reconstructs the key light, fill, shadows, and background atmosphere with a director-led lighting workflow while restoring clean, healthy, low-contrast…

    github实测增长Measured age: 24 days2.67 GitHub 星标 per day over 6 days

    Daily change decreased by 1 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 27.1/100打开来源 ↗

    安装 git clone https://github.com/moskoo/xxg-portrait-rebuild-light ~/.claude/skills/xxg-portrait-rebuild-light

    154GitHub 星标+16 (+11.6 %)
  5. 5

    技能
    活跃

    Deterministic prose checks for clearer coding-agent responses

    github实测增长Measured age: 20 days3.17 GitHub 星标 per day over 6 days

    Daily change decreased by 1.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.9/100打开来源 ↗

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

    270GitHub 星标+19 (+7.6 %)
  6. 6

    技能
    活跃

    20+ 款可独立安装的 AI 视觉风格 Skill:挑一款、上传一张照片,在 Codex 里直接生成成品。作者 @威比 Hunter Wei.(抖音、小红书同名)

    github实测增长Measured age: 26 days2.17 GitHub 星标 per day over 6 days

    Daily change increased by 1 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 26.2/100打开来源 ↗

    安装 git clone https://github.com/Vieeeeeee/wibi-style ~/.claude/skills/wibi-style

    129GitHub 星标+13 (+11.2 %)
  7. 7

    技能
    活跃

    Profile Claude Code context, discover repeated workflows, and regression-test your skills. Local-only, zero-dependency.

    github实测增长Measured age: 10 days0.33 GitHub 星标 per day over 6 days

    Daily change decreased by 1 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 31.3/100打开来源 ↗

    安装 /plugin marketplace add nks0614/harnessay

    5GitHub 星标+2 (+66.7 %)
  8. 8

    技能
    活跃

    Agent Skills von LOGIN zur freien Nutzung - SKILL.md-Format fuer Claude Code, Claude-App und API

    github实测增长Measured age: 28 days1.5 GitHub 星标 per day over 6 days

    Daily change decreased by 2.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 24.9/100打开来源 ↗

    安装 git clone https://github.com/LOGIN-TB/claude-skills ~/.claude/skills/claude-skills

    65GitHub 星标+9 (+16.1 %)
  9. 9
    活跃

    Local-first version control for AI work. Savepoint and resume your project state across chats.

    mcp实测增长Measured age: 22 days0.17 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 26.5/100打开来源 ↗

    安装 claude mcp add stateark -- npx stateark

    2GitHub 星标+1 (+100.0 %)
  10. 10
    活跃

    Read your TacticalRMM fleet; run commands only after per-command human approval.

    mcp实测增长Measured age: 21 days0.17 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 26.9/100打开来源 ↗

    安装 claude mcp add trmm-mcp -- uvx trmm-mcp

    2GitHub 星标+1 (+100.0 %)
  11. 11

    技能
    活跃

    Production patterns for agent orchestrators, harnesses, evals, MCP/A2A interoperability, memory, provider routing, and LLM usage metering.

    github实测增长Measured age: 29 days0.17 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 23.8/100打开来源 ↗

    安装 git clone https://github.com/ssheleg/agent-stack ~/.claude/skills/agent-stack

    2GitHub 星标+1 (+100.0 %)
  12. 12

    技能
    活跃

    🚀 Universal Open-Source AI Agent Skills & Rules Library for Antigravity, Cursor, Claude Code, GitHub Copilot, OpenAI Codex & Windsurf.

    github实测增长Measured age: 25 days0.17 GitHub 星标 per day over 6 days

    Daily change decreased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 25.4/100打开来源 ↗

    安装 git clone https://github.com/GktuOktay/ai-skills ~/.claude/skills/ai-skills

    2GitHub 星标+1 (+100.0 %)
  13. 13

    MCP
    活跃

    Single-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.

    mcp实测增长Measured age: 9 days0.17 GitHub 星标 per day over 6 days

    Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 31.6/100打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  14. 14

    MCP
    活跃

    Google Trends data: interest over time, by region, related queries, and trending now.

    mcp实测增长Measured age: 29 days0.17 GitHub 星标 per day over 6 days

    Daily change decreased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 23.8/100打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://trendflow.mory.dev/mcp

    2GitHub 星标+1 (+100.0 %)
  15. 15
    活跃

    Kubernetes monitoring & ops for AI agents — safe-by-default access modes and guards.

    mcp实测增长Measured age: 12 days0.17 GitHub 星标 per day over 6 days

    Daily change decreased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 30.4/100打开来源 ↗

    安装 claude mcp add mcp-kubernetes -- npx @dockndevai/mcp-kubernetes

    2GitHub 星标+1 (+100.0 %)
  16. 16
    活跃

    Live Booking.com hotel prices, plus per-country pricing for rate-parity monitoring.

    mcp实测增长Measured age: 18 days0.17 GitHub 星标 per day over 6 days

    Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.1/100打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://hotels.flightpowers.com/mcp

    2GitHub 星标+1 (+100.0 %)
  17. 17
    活跃

    Query a verified document collection: passages that answer a question, with their source.

    mcp实测增长Measured age: 15 days0.17 GitHub 星标 per day over 6 days

    Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 29.3/100打开来源 ↗

    安装 claude mcp add mdcx -- uvx mdcx

    2GitHub 星标+1 (+100.0 %)
  18. 18
    活跃

    Query a verified document collection: passages that answer a question, with their source.

    mcp实测增长Measured age: 15 days0.17 GitHub 星标 per day over 6 days

    Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 29.3/100打开来源 ↗

    安装 claude mcp add markdown-document-search -- uvx mdcx

    2GitHub 星标+1 (+100.0 %)
  19. 19
    活跃

    Solana lending tools: live stats, 160+ collateral tokens, loan terms, x402 agent borrowing

    mcp实测增长Measured age: 14 days0.17 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 29.6/100打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  20. 20
    活跃

    Memory, secret scanning and code findings across every AI coding tool

    mcp实测增长Measured age: 15 days0.17 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 29.3/100打开来源 ↗

    安装 claude mcp add chat-recall -- npx chat-recall

    2GitHub 星标+1 (+100.0 %)
  21. 21
    活跃

    Describe a house or upload a DWG/vector-PDF plan and get a walkable, editable 3D model.

    mcp实测增长Measured age: 23 days0.17 GitHub 星标 per day over 6 days

    Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 26.2/100打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://mcp.walkmyplan.com/mcp

    2GitHub 星标+1 (+100.0 %)
  22. 22
    活跃

    Real-time Google Flights: one-way and round-trip fares over date ranges, with price verdicts.

    mcp实测增长Measured age: 18 days0.17 GitHub 星标 per day over 6 days

    Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.1/100打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://flights.flightpowers.com/mcp

    2GitHub 星标+1 (+100.0 %)
  23. 23
    活跃

    Twelve tools: token, wallet, contract and site security. Two free, the rest $1 in USDC over x402.

    mcp实测增长Measured age: 18 days0.17 GitHub 星标 per day over 6 days

    Daily change decreased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.1/100打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://centry.cybercentry.co.uk/api/mcp

    2GitHub 星标+1 (+100.0 %)

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
    活跃打开来源 ↗

    A standalone AI skill for creating accurate, usable developer documentation.

    github

    安装 git clone https://github.com/NateBJones-Projects/developer-documentation-skill ~/.claude/skills/developer-documentation-skill

    资源实测增长
    69GitHub 星标+11 (+19.0 %)
  2. 2
    活跃打开来源 ↗

    Evidence-first AI agent skills for reliable data analysis, machine learning, model validation, and reproducibility.

    github

    安装 git clone https://github.com/aiopshwang/data-analysis-ml-agent-skills ~/.claude/skills/data-analysis-ml-agent-skills

    资源实测增长
    12GitHub 星标+4 (+50.0 %)