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最新 — 30

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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

    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Measured age: 28 days9 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 28.7/100打开来源 ↗

    安装 claude mcp add no_human -- uvx no-human

    55GitHub 星标+45 (+450.0 %)
  2. 2
    活跃

    End-to-end streaming data platform on AWS: Kafka → Iceberg lake → Kimball model → Athena, orchestrated with Airflow 3. Terraform, Glue PySpark, dbt.

    github实测增长Measured age: 16 days8 GitHub 星标 per day over 6 days

    Daily change increased by 1.05 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 33/100打开来源 ↗

    113GitHub 星标+48 (+73.8 %)
  3. 3

    智能体
    活跃

    DeepSeek Harness: Everything is a Plugin.

    github实测增长Measured age: 20 days1,553.07 GitHub 星标 per day over 5 days

    Daily change increased by 222.94 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 85.8/100打开来源 ↗

    208 308GitHub 星标+7 769 (+3.9 %)
  4. 4

    技能
    活跃

    AI-agent skill producing reusable Markdown from PDFs. It turns flowcharts, diagrams, and charts into text beside each caption instead of empty links. It checks an earlier conversion against the PDF and fixes misread or missing parts. Long…

    github实测增长Measured age: 19 days7.6 GitHub 星标 per day over 5 days

    Daily change decreased by 7.51 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 31.5/100打开来源 ↗

    安装 git clone https://github.com/libnyx/LT2MD ~/.claude/skills/LT2MD

    89GitHub 星标+38 (+74.5 %)
  5. 5
    活跃

    让 Codex 根据最终结果生成标题、注释、commit 和 PR,减少被否决方案在交付中的残留。

    github实测增长Measured age: 13 days22.99 GitHub 星标 per day over 5 days

    Daily change increased by 3.49 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 40.6/100打开来源 ↗

    安装 git clone https://github.com/LB623/no-negative-echo ~/.claude/skills/no-negative-echo

    667GitHub 星标+115 (+20.8 %)
  6. 6

    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.

    github实测增长Measured age: 27 days13.19 GitHub 星标 per day over 5 days

    Daily change decreased by 19.52 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 30.9/100打开来源 ↗

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

    236GitHub 星标+66 (+38.8 %)
  7. 7

    智能体
    活跃

    Where agent teams gather. Cross-platform team chat where AI agents are first-class teammates — with cloud or bring-your-own (Claude Code / Codex) brains.

    github实测增长Measured age: 17 days41.48 GitHub 星标 per day over 6 days

    Daily change decreased by 6.52 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 44.5/100打开来源 ↗

    3 430GitHub 星标+249 (+7.8 %)
  8. 8
    活跃

    Turn your Grok Bot into a 7-agent Hyperliquid trading desk. Roles, system prompts and skills your Bots use to research, size, execute and review.

    github实测增长Measured age: 18 days5.2 GitHub 星标 per day over 5 days

    Daily change increased by 6.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 31.3/100打开来源 ↗

    安装 git clone https://github.com/galleonlabs/hypergrok-trading-desk ~/.claude/skills/hypergrok-trading-desk

    43GitHub 星标+26 (+152.9 %)
  9. 9

    其他
    活跃

    雲の音 — Native macOS NetEase Cloud Music client built with SwiftUI

    github实测增长Measured age: 18 days19.16 GitHub 星标 per day over 6 days

    Daily change increased by 6.19 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 37.4/100打开来源 ↗

    922GitHub 星标+115 (+14.3 %)
  10. 10
    活跃

    Background tasks that keep running after your app is backgrounded, for React Native and Expo. Wraps iOS 26 BGContinuedProcessingTask (Live Activity) and Android WorkManager foreground services behind one typed API. Swift + Kotlin via Nitro…

    github实测增长Measured age: 1 day48.34 GitHub 星标 per day over 1 day

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 58.4/100打开来源 ↗

    175GitHub 星标+48 (+37.8 %)
  11. 11

    其他
    活跃

    一个轻量高性能的内网穿透应用,二进制体积大约5MB ,支持 TCP、QUIC、KCP、WebSocket 传输协议,支持 TCP、UDP、HTTP、HTTPS、SOCKS5 协议代理,提供纯Rust原生跨平台桌面客户端和服务端 Web 界面

    github实测增长Measured age: 26 days21 GitHub 星标 per day over 6 days

    Daily change increased by 2.24 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 34.7/100打开来源 ↗

    1 160GitHub 星标+126 (+12.2 %)
  12. 12

    智能体
    活跃

    Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.

    github实测增长Measured age: 14 days16.49 GitHub 星标 per day over 6 days

    Daily change increased by 13.33 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 38.5/100打开来源 ↗

    725GitHub 星标+99 (+15.8 %)
  13. 13

    其他
    活跃

    发现藏在前端代码里的 API,验证未授权访问风险 · 动态浏览器追踪 × JavaScript 静态分析

    github实测增长Measured age: 27 days10.83 GitHub 星标 per day over 6 days

    Daily change decreased by 0.99 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 29.9/100打开来源 ↗

    325GitHub 星标+65 (+25.0 %)
  14. 14

    活跃

    SDK for robotics teams to verify the quality of their data used for AI model training.

    github实测增长Measured age: 15 days9 GitHub 星标 per day over 6 days

    Daily change decreased by 3.93 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 33.7/100打开来源 ↗

    229GitHub 星标+54 (+30.9 %)
  15. 15

    应用
    活跃

    Free, self-hostable scheduling app with booking links, Google Calendar sync, SMTP notifications, and Stripe test payments.

    github实测增长Measured age: 6 days16 GitHub 星标 per day over 4 days

    Daily change increased by 1.14 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 40.4/100打开来源 ↗

    318GitHub 星标+64 (+25.2 %)
  16. 16
    活跃

    Agent Skill: turn AI-generated video into 2D game sprite sheets (the Mortal Kombat method, with MiniMax H3 as the actor)

    github实测增长Measured age: 16 days7.2 GitHub 星标 per day over 5 days

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

    Descriptive emergence index : 32.6/100打开来源 ↗

    安装 git clone https://github.com/gary149/h3-game-sprites ~/.claude/skills/h3-game-sprites

    111GitHub 星标+36 (+48.0 %)
  17. 17

    MCP
    活跃

    A lightweight, Git-backed permanent memory for AI agents.

    mcp实测增长Measured age: 12 days3.6 GitHub 星标 per day over 5 days

    Daily change increased by 9 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 33.1/100打开来源 ↗

    安装 claude mcp add perenna -- uvx perenna

    36GitHub 星标+18 (+100.0 %)
  18. 18
    活跃

    Claude Code plugin that stops Claude writing like an AI. 29 researched patterns, loaded every session and checked on every file write.

    github实测增长Measured age: 15 days3 GitHub 星标 per day over 5 days

    Daily change decreased by 2 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 30.8/100打开来源 ↗

    安装 /plugin marketplace add Abdulkader-Safi/AI-Writing-Rules

    25GitHub 星标+15 (+150.0 %)
  19. 19
    活跃

    Skills Constitution — meta-rule governing all skill invocations across agent platforms

    github实测增长Measured age: 27 days9.4 GitHub 星标 per day over 5 days

    Daily change decreased by 2.51 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 29.2/100打开来源 ↗

    安装 git clone https://github.com/jiabaobei/skills-constitution ~/.claude/skills/skills-constitution

    211GitHub 星标+47 (+28.7 %)
  20. 20
    活跃

    An Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.

    mcp实测增长Measured age: 15 days2.8 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 30.7/100打开来源 ↗

    安装 claude mcp add logisheets-mcp -- npx logisheets-mcp

    15GitHub 星标+14 (+1400.0 %)
  21. 21

    技能
    活跃

    GEOHub: open, evidence-bounded GEO and SEO agent skills for AI Search, with research-grounded discovery, diagnosis, content, measurement, and one-line SEO planning.

    github实测增长Measured age: 25 days7.2 GitHub 星标 per day over 5 days

    Daily change increased by 17 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 30.4/100打开来源 ↗

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

    142GitHub 星标+36 (+34.0 %)
  22. 22

    CLI
    活跃

    DSH 官方公众号收录的 TUI 补位插件:Claude Code 风,鲸鱼顶栏/实时状态/流式思考/双击 Esc 回滚/上下文进度+TPS。npm 一键装。 DSH official WeChat featured TUI plugin — Claude Code style: whale bar, live status, streaming thoughts, double-Esc rollback, context bar + TPS. npm one-click.

    github实测增长Measured age: 20 days25.66 GitHub 星标 per day over 6 days

    Daily change decreased by 9.76 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 38.5/100打开来源 ↗

    2 789GitHub 星标+154 (+5.8 %)
  23. 23
    活跃

    Agent skill for AI trip planning (Claude Code · Codex · Gemini CLI · Cursor · Copilot · any SKILL.md agent) — verified, bookable itineraries: hour-by-hour days, real flight prices, offline KML maps, eight themed page designs · 旅行规划 / 行程 /…

    github实测增长Measured age: 18 days3 GitHub 星标 per day over 5 days

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

    Descriptive emergence index : 29.7/100打开来源 ↗

    安装 git clone https://github.com/skywain/trip-planner-skill ~/.claude/skills/trip-planner-skill

    35GitHub 星标+15 (+75.0 %)
  24. 24

    技能
    活跃

    让 AI 写的中文读起来像一个具体的人在说话。通用创作与改稿 Skill,开箱即用。

    github实测增长Measured age: 29 days31.19 GitHub 星标 per day over 5 days

    Daily change decreased by 2.1 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 36.8/100打开来源 ↗

    安装 git clone https://github.com/KKKKhazix/human-writing ~/.claude/skills/human-writing

    3 362GitHub 星标+156 (+4.9 %)
  25. 25
    活跃

    Turn one line-art image into a prompt-directed, hand-drawn scribe animation MP4.

    mcp实测增长Measured age: 10 days2.2 GitHub 星标 per day over 5 days

    Daily change increased by 5.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 32.8/100打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://scribble.boringstuff.club/mcp

    16GitHub 星标+11 (+220.0 %)