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

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories.

该排名的计算方式

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

工具排名

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 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

    Local-first personal memory and model server for trusted MCP agents on macOS.

    Python许可证: Apache-2.0

      mcp实测增长Measured age: 56 days1 GitHub 星标 per day over 6 days

      Daily change decreased by 3 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 13.8/100打开来源 ↗

      安装 claude mcp add personal-model -- uvx personal-model

      1 319GitHub 星标+6 (+0.46 %)
    • 2

      其他
      活跃

      Build your HUMAN.md.

      Python许可证: Apache-2.0
      • agent-memory
      • local-first
      • macos
      • mcp
      • personal-ai

      github估算动量Measured age: 56 days23.45 GitHub 星标 per day over 56 days

      Acceleration cannot be measured yet: three snapshots are required.

      Descriptive emergence index : 26.3/100打开来源 ↗

      1 313GitHub 星标—
    • 3

      其他
      活跃

      Serverless, 100% free, and open-source Evernote alternative on Cloudflare with native MCP | 无需服务器、0费用、原生支持 AI Agent 的开源自托管『印象笔记』

      HTML许可证: AGPL-3.0
      • cloudflare
      • cloudflare-d1
      • cloudflare-r2
      • cloudflare-workers
      • electron

      github估算动量Measured age: 70 days18.54 GitHub 星标 per day over 70 days

      Acceleration cannot be measured yet: three snapshots are required.

      Descriptive emergence index : 18.2/100打开来源 ↗

      1 298GitHub 星标—
    • 4

      其他
      活跃

      PocketJS is a portable application runtime that turns modern component code into native pixels across radically different hardware.

      TypeScript许可证: MIT
      • embedded-ui
      • flexbox
      • frontend
      • jsx
      • native-ui

      github实测增长Measured age: 63 days33.98 GitHub 星标 per day over 6 days

      Daily change decreased by 33.43 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 24.4/100打开来源 ↗

      1 288GitHub 星标+204 (+18.8 %)
    • 5

      其他
      活跃

      Kubernetes in the browser.

      TypeScript许可证: Apache-2.0

        github实测增长Measured age: 80 days1.33 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 : 4.6/100打开来源 ↗

        1 280GitHub 星标+8 (+0.63 %)
      • 6

        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Measured age: 7 days158.16 GitHub 星标 per day over 6 days

        Daily change decreased by 57.23 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 66/100打开来源 ↗

        安装 /plugin marketplace add cbrock84/headcount

        1 247GitHub 星标+949 (+318.5 %)
      • 7

        技能
        活跃

        Codebase harness + loop engineer

        Python
        • agent-harness
        • agent-skills
        • ai-agents
        • claude
        • claude-code

        github实测增长Measured age: 82 days2.5 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 : 4.5/100打开来源 ↗

        安装 git clone https://github.com/AI-Builder-Club/skills ~/.claude/skills/skills

        1 235GitHub 星标+15 (+1.2 %)
      • 8

        其他
        活跃

        Recon & pentest skill pack. CORS, XSS, SQLi, SSRF, RCE, WordPress, MCP, cloud, subdomain takeover, and more. Field-tested. MIT. Full write-up at hiago.sh

        Python许可证: MIT
        • bug-bounty
        • cloud-security
        • cors-exploitation
        • firebase-hacking
        • hermes-agent

        github实测增长Measured age: 72 days3.5 GitHub 星标 per day over 6 days

        Daily change decreased by 0.98 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 8.9/100打开来源 ↗

        1 228GitHub 星标+21 (+1.7 %)
      • 9

        技能
        活跃

        Precision PPT design skill for OpenCode/Claude Code/Codex, with 40,000+ styles, pixel-perfect Build Mode control, AI image generation, and fully editable PPTX. 面向专业演示设计场景，帮助用户从需求分析、视觉方向选择到原生可编辑 PPTX 交付，打造高质量、可持续修改的演示文稿。

        Python许可证: MIT
        • ai-coding-tools
        • claude-code-skills
        • codex
        • codex-skill
        • codex-skills

        github实测增长Measured age: 58 days20.5 GitHub 星标 per day over 6 days

        Daily change decreased by 4.48 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 21.8/100打开来源 ↗

        安装 git clone https://github.com/sunchaokun/PPT-Design-Skill ~/.claude/skills/PPT-Design-Skill

        1 192GitHub 星标+123 (+11.5 %)
      • 10

        其他
        活跃

        一个轻量高性能的内网穿透，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

        Rust许可证: Apache-2.0
        • expose
        • http
        • https
        • kcp
        • nat

        github实测增长Measured age: 28 days18.49 GitHub 星标 per day over 6 days

        Daily change decreased by 0.85 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 32.7/100打开来源 ↗

        1 181GitHub 星标+111 (+10.4 %)
      • 11

        其他
        活跃

        302 open exercise illustrations and a framework-neutral npm package by Bryl Lim

        Astro许可证: MIT
        • exercise
        • expo
        • fitness
        • npm-package
        • open-source

        github实测增长Measured age: 12 days28.64 GitHub 星标 per day over 6 days

        Daily change decreased by 7.75 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 42.6/100打开来源 ↗

        1 178GitHub 星标+172 (+17.1 %)
      • 12

        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 %)
      • 13

        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 %)
      • 14

        技能
        活跃

        Claude Code가 명확한 한국어를 구사하게 만드는 output-style 플러그인 | Claude Code output-style for clear, fluent Korean

        许可证: MIT
        • anthropic
        • claude
        • claude-code
        • claude-code-plugin
        • korean

        github实测增长Measured age: 56 days27.33 GitHub 星标 per day over 6 days

        Daily change decreased by 12.92 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 25/100打开来源 ↗

        安装 /plugin marketplace add snflkd/fluent-korean

        1 155GitHub 星标+164 (+16.5 %)
      • 15

        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 %)
      • 16

        MCP
        活跃

        Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

        Rust许可证: AGPL-3.0
        • agent-skills
        • ai-agent
        • ai-assistant
        • ai-for-science
        • ai4science

        github实测增长Measured age: 65 days4.5 GitHub 星标 per day over 6 days

        Daily change decreased by 0.95 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 12.1/100打开来源 ↗

        1 094GitHub 星标+27 (+2.5 %)
      • 17

        其他
        活跃

        One local API call gives your agent the entire live state of the planet — every major world event at once, plus forecasts. 40+ free keyless feeds, runs entirely on Ollama. No cloud, no cost. Keyless live feeds into one global view and…

        TypeScript许可证: MIT

          github实测增长Measured age: 70 days20.98 GitHub 星标 per day over 6 days

          Daily change decreased by 0.85 GitHub 星标/day between the last two measured intervals.

          Descriptive emergence index : 17.3/100打开来源 ↗

          1 057GitHub 星标+126 (+13.5 %)
        • 18

          其他
          活跃

          A free-floating 2D Canvas for processing multiple PDF files simultaneously

          TypeScript许可证: MIT
          • electron
          • electron-app
          • electronjs
          • liquid-glass
          • macos-app

          github实测增长Measured age: 72 days9.99 GitHub 星标 per day over 6 days

          Daily change increased by 2.05 GitHub 星标/day between the last two measured intervals.

          Descriptive emergence index : 12.2/100打开来源 ↗

          1 051GitHub 星标+60 (+6.1 %)
        • 19

          技能
          活跃

          For You Agent——AI 时代的个人随身数字人格。把你的模型、AI 账号、技能、提示词和工作方式，带到每一个 AI 工具里。

          Rust
          • agent-management
          • agent-skills
          • ai-agent
          • ai-assistant
          • ai-worker

          github实测增长Measured age: 39 days56.26 GitHub 星标 per day over 6 days

          Daily change decreased by 8.38 GitHub 星标/day between the last two measured intervals.

          Descriptive emergence index : 39.6/100打开来源 ↗

          安装 git clone https://github.com/fy-agent/fyagent ~/.claude/skills/fyagent

          1 033GitHub 星标+338 (+48.6 %)
        • 20

          技能
          活跃

          DeepSeek V4 × J-Space capability realization report — benchmark evidence that J-Space reduces capability-realization loss on DeepSeek V4.

          • agent-skills
          • ai-agent
          • benchmark
          • deepseek
          • deepseek-harness

          github实测增长Measured age: 19 days-1 GitHub 星标 per day over 3 days

          Daily change is identical across the last two measured intervals.

          Descriptive emergence index : 27.6/100打开来源 ↗

          安装 git clone https://github.com/Tiger3807861189/DeepSeek-V4-J-Space-Capability-Realization-Report ~/.claude/skills/DeepSeek-V4-J-Space-Capability-Realization-Report

          1 032GitHub 星标-3 (-0.29 %)
        • 21

          技能
          活跃

          GLM-5.3-Flash × J-Space capability realization — benchmark presentation of the J-Space Cognition Suite

          • agent-skills
          • ai-agent
          • benchmark
          • deepseek
          • deepseek-harness

          github实测增长Measured age: 19 days-2 GitHub 星标 per day over 1 day

          Acceleration cannot be measured yet: three snapshots are required.

          Descriptive emergence index : 30.7/100打开来源 ↗

          安装 git clone https://github.com/Tiger3807861189/GLM-5.3-Flash-J-Space-Capability-Realization-Report ~/.claude/skills/GLM-5.3-Flash-J-Space-Capability-Realization-Report

          1 024GitHub 星标-2 (-0.19 %)
        • 22

          技能
          活跃

          Evidence-driven Agent Skills for design award research, evaluation, award matching, entry writing, and submission readiness.

          Python许可证: Apache-2.0
          • agent-skills
          • claude-code
          • codex
          • design-awards
          • design-evaluation

          github实测增长Measured age: 48 days-0.33 GitHub 星标 per day over 3 days

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

          Descriptive emergence index : 16.4/100打开来源 ↗

          安装 git clone https://github.com/SeanJ1ang/design-judge-skills ~/.claude/skills/design-judge-skills

          1 021GitHub 星标-1 (-0.10 %)
        • 23

          技能
          活跃

          The Claude Code skill that directs a website like a film. Commit-sheet, generated assets, build, and an executable anti-slop linter that gates every ship.

          JavaScript许可证: MIT
          • agent-skills
          • anti-slop
          • claude-code
          • claude-code-skills
          • creative-coding

          github实测增长Measured age: 55 days-1.17 GitHub 星标 per day over 6 days

          Daily change increased by 1.01 GitHub 星标/day between the last two measured intervals.

          Descriptive emergence index : 13.7/100打开来源 ↗

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

          1 019GitHub 星标-7 (-0.68 %)

        学习与参考资源

        Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 这些资源可单独访问，不参与主要排名。

        1. 1

          agentconnect

          智能体
          活跃打开来源 ↗

          The open-source, multi-agent alternative to Claude Tag. @ any agent, wherever work happens, they work alongside your team, learning as they go.

          TypeScript许可证: Apache-2.0
          • agent-client-protocol
          • agent-sandbox
          • ai-agent
          • claude-tag-alternative
          • codereview
          github资源实测增长
          1 311GitHub 星标+535 (+68.9 %)
        2. 2

          breakscale

          其他
          活跃打开来源 ↗

          Build a system, load it until it breaks, and watch why. A system design simulator for learning distributed systems.

          TypeScript许可证: MIT
          • canvas
          • distributed-systems
          • education
          • learning
          • queueing-theory
          github资源实测增长
          1 045GitHub 星标+284 (+37.3 %)