工具说明为英文。

最新 — 90

This view contains entries created less than 90 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

    CLI
    活跃

    Terminal interface to find, download, and stream movies, TV shows, and live TV using local media players.

    Rust许可证: Apache-2.0
    • anime
    • cli
    • downloader
    • iptv
    • moviebox

    github实测增长Measured age: 51 days7 GitHub 星标 per day over 6 days

    Daily change decreased by 0.92 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 18.8/100打开来源 ↗

    1 366GitHub 星标+42 (+3.2 %)
  2. 2

    技能
    活跃

    为纯文本模型"看图“设计更好的视觉工具箱和技能，支持多图理解，图片问答，前端UI还原、GUI 自动化等，并可选无缝接入多个主流agent，直接识别粘贴图片｜ A vision toolkit and skill designed for text-only llms — image Q&A, long-screenshot OCR, frontend UI restoration, and GUI automation, with optional seamless…

    Python许可证: MIT
    • agent
    • agent-skills
    • claude-code
    • codex
    • computer-use

    github实测增长Measured age: 34 days7 GitHub 星标 per day over 6 days

    Daily change increased by 8.54 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/Anionex/agent-vision-toolkit ~/.claude/skills/agent-vision-toolkit

    1 161GitHub 星标+42 (+3.8 %)
  3. 3

    技能
    活跃

    88 installable open-source Agent Skills for research, social intelligence, marketing, and business workflows—compatible with Codex, Claude Code, Cursor, Gemini CLI, and DeepSeek Harness.

    Python许可证: Apache-2.0
    • agent-plugins
    • agent-skills
    • agent-skills-marketplace
    • ai-agents
    • ai-workflows

    github实测增长Measured age: 37 days6.83 GitHub 星标 per day over 6 days

    Daily change increased by 3.03 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 24.4/100打开来源 ↗

    安装 /plugin marketplace add sandbaseai/sandbase-skills

    122GitHub 星标+41 (+50.6 %)
  4. 4

    MCP
    活跃

    Let any LLM watch a video locally — and search everything it has ever watched.

    ↓ 1 754 下载/周Python许可证: MIT

      mcp实测增长Measured age: 66 days6.83 GitHub 星标 per day over 6 days

      Daily change decreased by 20.47 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 12.9/100打开来源 ↗

      安装 claude mcp add claude-real-video -- uvx claude-real-video

      2 116GitHub 星标+41 (+2.0 %)
    • 5

      技能
      活跃

      ffprobe for documents — probe PDF, Microsoft Office, and Apple iWork files without opening them. Rust CLI + browser WASM SDK returning structured JSON with confidence, evidence, and measured I/O cost.

      Rust许可证: Apache-2.0
      • agent-skills
      • cli
      • document-metadata
      • document-parser
      • document-processing

      github实测增长Measured age: 32 days6.67 GitHub 星标 per day over 6 days

      Daily change decreased by 1.98 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 26/100打开来源 ↗

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

      115GitHub 星标+40 (+53.3 %)
    • 6

      技能
      活跃

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

      JavaScript许可证: MIT
      • agentic-ai
      • ai-agents
      • antigravity
      • antigravity-cli
      • chatgpt

      github实测增长Measured age: 17 days6.5 GitHub 星标 per day over 6 days

      Daily change decreased by 1.97 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 31.7/100打开来源 ↗

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

      89GitHub 星标+39 (+78.0 %)
    • 7

      MCP
      活跃

      AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 217 schematic, layout, routing, placement, design-review, and manufacturing tools to Claude, or the LLM of your choosing

      Rust许可证: AGPL-3.0
      • agent-skills
      • claude
      • kicad-pcb
      • kicad-schematics
      • llm

      github实测增长Measured age: 61 days6.17 GitHub 星标 per day over 6 days

      Daily change increased by 0.52 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 14.5/100打开来源 ↗

      395GitHub 星标+37 (+10.3 %)
    • 8

      技能
      活跃

      Claude Code & Codex skill: say "share this as a link" and any AI output — chat, artifact, or markdown — becomes a live public URL in ~10 seconds, with document tracking (aggregate view counts). A lightweight DocSend alternative for the…

      许可证: MIT
      • ai-tools
      • anthropic
      • claude
      • claude-artifacts
      • claude-code

      github实测增长Measured age: 46 days6.17 GitHub 星标 per day over 6 days

      Daily change decreased by 3.48 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 20.3/100打开来源 ↗

      安装 git clone https://github.com/dashaworks/share-as-link-skill ~/.claude/skills/share-as-link-skill

      214GitHub 星标+37 (+20.9 %)
    • 9

      CLI
      活跃

      Global DNS propagation checker TUI — watch a DNS record propagate across 34 public resolvers worldwide, on a world map in your terminal

      Rust许可证: MIT
      • cli
      • dns
      • dns-checker
      • dns-propagation
      • ratatui

      github实测增长Measured age: 62 days6 GitHub 星标 per day over 6 days

      Daily change decreased by 2.96 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 14/100打开来源 ↗

      1 139GitHub 星标+36 (+3.3 %)
    • 10

      其他
      活跃

      The AI automation platform, self-hosted. Describe the job in chat and LiveContext builds it: readable workflows, scoped AI agents, and small apps your team uses. Chat, Workflow, Agent and App on one canvas.

      Java许可证: AGPL-3.0
      • agent-framework
      • agents
      • ai
      • ai-agents
      • ai-automation

      github实测增长Measured age: 80 days6 GitHub 星标 per day over 6 days

      Daily change increased by 0.1 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 7/100打开来源 ↗

      403GitHub 星标+36 (+9.8 %)
    • 11

      技能
      活跃

      Generative art skill for Claude Code — deterministic, hash-seeded, onchain-ready

      JavaScript许可证: MIT
      • algorithmic-art
      • art-blocks
      • claude-code
      • claude-code-plugin
      • claude-plugin

      github实测增长Measured age: 7 days6 GitHub 星标 per day over 6 days

      Daily change decreased by 2.98 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 35.4/100打开来源 ↗

      安装 /plugin marketplace add camilleroux/genart-skill

      136GitHub 星标+36 (+36.0 %)
    • 12

      技能
      活跃

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

      Python许可证: MIT
      • agent-framework
      • agent-memory
      • agent-orchestration
      • agent-skill
      • agent-skills

      github实测增长Measured age: 29 days6 GitHub 星标 per day over 6 days

      Daily change decreased by 2.49 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 26.8/100打开来源 ↗

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

      222GitHub 星标+36 (+19.4 %)
    • 13

      其他
      活跃

      Open-source Grok App — desktop workbench (GUI) for the local Grok Build CLI: sessions, projects, media, automations. Tauri 2.

      TypeScript许可证: MIT
      • ai
      • desktop
      • gui
      • rust
      • tauri

      github实测增长Measured age: 43 days8.74 GitHub 星标 per day over 4 days

      Daily change decreased by 3.85 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 22.7/100打开来源 ↗

      1 178GitHub 星标+35 (+3.1 %)
    • 14

      其他
      活跃

      Self-contained malware research hub: curated catalog of 80 families (1971-2024) + 2,764 real encrypted samples, indexed and searchable. Local Flask app, bilingual.

      JavaScript
      • cybersecurity
      • infosec
      • malware-analysis
      • malware-database
      • osint

      github实测增长Measured age: 30 days5.33 GitHub 星标 per day over 6 days

      Daily change increased by 26.16 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 28.2/100打开来源 ↗

      441GitHub 星标+32 (+7.8 %)
    • 15

      智能体
      活跃

      Agent-driven automated CVE discovery platform for source code auditing, vulnerability verification, and report generation.

      Python许可证: AGPL-3.0
      • agent
      • ai-security
      • code-audit
      • cve
      • fastapi

      github实测增长Measured age: 81 days5.16 GitHub 星标 per day over 6 days

      Daily change increased by 6.03 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 6.8/100打开来源 ↗

      1 392GitHub 星标+31 (+2.3 %)
    • 16

      其他
      活跃

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

      Python
      • apache-airflow
      • apache-iceberg
      • athena
      • aws
      • data-engineering

      github实测增长Measured age: 18 days5.16 GitHub 星标 per day over 6 days

      Daily change decreased by 1.95 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 30.7/100打开来源 ↗

      119GitHub 星标+31 (+35.2 %)
    • 17

      技能
      活跃

      Agent Skills that turn novels into source-grounded, fully playable games for Claude Code, Codex, and Kimi Code(K3).

      Markdown许可证: MIT
      • agent-skills
      • ai-agents
      • ai-game-development
      • claude-code
      • claude-code-skills

      github实测增长Measured age: 48 days5.17 GitHub 星标 per day over 6 days

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

      Descriptive emergence index : 19/100打开来源 ↗

      安装 git clone https://github.com/zenstory-ai/novel-to-game ~/.claude/skills/novel-to-game

      755GitHub 星标+31 (+4.3 %)
    • 18

      MCP
      活跃

      Your durable workspace across AI agents.

      Python许可证: MIT
      • agent-memory
      • agent-skills
      • agentic-workflow
      • agy
      • ai-agents

      github实测增长Measured age: 33 days5.17 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 : 24.9/100打开来源 ↗

      105GitHub 星标+31 (+41.9 %)
    • 19

      MCP
      活跃

      Open-source AI CLI and local MCP server connecting 25 clients—Claude Code, Cursor, Codex, ChatGPT, Hermes, and OpenClaw—to 2,000+ models/APIs, with OAuth and rollback.

      TypeScript许可证: Apache-2.0
      • agent-skills
      • ai-agents
      • ai-coding
      • ai-gateway
      • chatgpt

      github实测增长Measured age: 70 days5.17 GitHub 星标 per day over 6 days

      Daily change increased by 3.02 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 10.8/100打开来源 ↗

      110GitHub 星标+31 (+39.2 %)
    • 20

      智能体
      活跃

      DeepSec — AI Security Offense & Defense Platform. Shield audits AI-generated code for hallucinated packages, missing safeguards & AI pattern errors in real time. Spear automates authorized penetration testing with 40+ skill packs, from…

      Python许可证: MIT
      • agent
      • ai
      • ai-agents
      • aisecurity
      • cybersecurity

      github实测增长Measured age: 57 days5 GitHub 星标 per day over 6 days

      Daily change decreased by 1.93 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 15.5/100打开来源 ↗

      392GitHub 星标+30 (+8.3 %)
    • 21

      技能
      活跃

      Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.

      • agent-memory
      • ai
      • ai-agents
      • ai-memory
      • anthropic

      github实测增长Measured age: 79 days4.83 GitHub 星标 per day over 6 days

      Daily change increased by 1.02 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 6.9/100打开来源 ↗

      安装 git clone https://github.com/jaredrhod/ai-memory-vault ~/.claude/skills/ai-memory-vault

      621GitHub 星标+29 (+4.9 %)
    • 22

      技能
      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.

      Python许可证: MIT
      • agent-plugin
      • agent-plugins
      • agent-skills
      • ai-agents
      • claude-code

      github实测增长Measured age: 19 days4.83 GitHub 星标 per day over 6 days

      Daily change decreased by 1.99 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 30.1/100打开来源 ↗

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

      53GitHub 星标+29 (+120.8 %)
    • 23

      其他
      活跃

      Tech internships & CS jobs tracker - 180 open software engineering internships from 4,300 employer job boards, auto-updated every 30 min with visa-sponsorship and H-1B sponsor data.

      Python许可证: MIT
      • 2027
      • career
      • computer-science
      • faang
      • h1b

      github实测增长Measured age: 67 days4.66 GitHub 星标 per day over 6 days

      Daily change decreased by 1.94 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 11.4/100打开来源 ↗

      717GitHub 星标+28 (+4.1 %)
    • 24

      MCP
      活跃

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

      TypeScript许可证: AGPL-3.0
      • agpl
      • analytics
      • clickhouse
      • cookieless
      • google-analytics-alternative

      github实测增长Measured age: 24 days4.66 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 : 28.2/100打开来源 ↗

      395GitHub 星标+28 (+7.6 %)

    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

      atlas-agent-control-plane

      技能
      活跃打开来源 ↗

      AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55-chapter engineering tutorial. FastAPI / Next.js PWA / Textual TUI

      Python许可证: MIT
      • agent
      • agent-framework
      • agent-orchestration
      • agent-skills
      • agentic-ai
      github

      安装 git clone https://github.com/malevrigns/atlas-agent-control-plane ~/.claude/skills/atlas-agent-control-plane

      资源实测增长
      110GitHub 星标+39 (+54.9 %)