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 creation date, newest first; undated entries come last.

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 creation date, newest first; undated entries come last. 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

    智能体
    活跃

    Autonomous multi-agent pentest framework — plans, exploits, verifies (proof-required), CVSS-scores and writes client-ready reports. 104/104 (100%) on the XBOW validation benchmarks, powered by Kimi K3.

    Python许可证: MIT
    • agentic-ai
    • ai-agents
    • autonomous-agents
    • bug-bounty
    • ctf

    github估算动量Measured age: 35 days2.6 GitHub 星标 per day over 35 days

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 25.3/100打开来源 ↗

    91GitHub 星标—
  2. 2

    智能体
    活跃

    Free, open-source alternative to Microsoft Office with built-in AI agents — Word (.docx), Excel (.xlsx), PowerPoint (.pptx), PDF and Markdown editing for macOS, Windows & Linux.

    TypeScript许可证: Apache-2.0
    • agent
    • agentic
    • ai
    • ai-agent
    • ai-agents

    github实测增长Measured age: 35 days205.57 GitHub 星标 per day over 6 days

    Daily change decreased by 153.67 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 58.4/100打开来源 ↗

    5 187GitHub 星标+1 234 (+31.2 %)
  3. 3

    其他
    活跃

    ⚡ A native app for all your coding agents.

    Rust许可证: GPL-3.0
    • agent
    • amp
    • claude-code
    • codex
    • coding

    github实测增长Measured age: 35 days11.16 GitHub 星标 per day over 6 days

    Daily change decreased by 2.87 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 26.9/100打开来源 ↗

    1 349GitHub 星标+67 (+5.2 %)
  4. 4

    智能体
    活跃

    Upload spreadsheets, ask questions via chat, and auto-generate chart reports. No coding required, gain instant insights and unlock data value effortlessly. ｜上传表格，像聊天一样提问，系统自动分析生成图表报告。无需编程，即时洞察，数据价值触手可及。

    TypeScript许可证: GPL-3.0
    • ai
    • ai-agents
    • data-engineering
    • data-science
    • database

    github估算动量Measured age: 36 days1.42 GitHub 星标 per day over 36 days

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 24.2/100打开来源 ↗

    51GitHub 星标—
  5. 5

    其他
    活跃

    Data-engineering benchmark for coding agents (DuckDB + Snowflake dbt tasks).

    Python许可证: Apache-2.0

      github实测增长Measured age: 37 days2.33 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 : 21.9/100打开来源 ↗

      72GitHub 星标+14 (+24.1 %)
    • 6

      其他
      活跃

      Multiplayer agent harness for work.

      TypeScript许可证: MIT
      • ai
      • assistant
      • harness
      • qm

      github实测增长Measured age: 37 days37.65 GitHub 星标 per day over 6 days

      Daily change decreased by 38.38 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 35.7/100打开来源 ↗

      14 563GitHub 星标+226 (+1.6 %)
    • 7

      其他
      活跃

      A local emulator of the Scaleway, Outscale and Exoscale APIs. Their own official CLIs drive it end to end, Terraform and OpenTofu drive two of the three — no cloud account, no cloud credentials, nothing billed.

      Go许可证: Apache-2.0
      • cloud-emulator
      • continuous-integration
      • developer-tools
      • devops
      • exoscale

      github实测增长Measured age: 37 days0.67 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 : 21/100打开来源 ↗

      137GitHub 星标+4 (+3.0 %)
    • 8

      其他
      活跃

      Daily tracker of the AI/Data job market in Germany, Austria and Switzerland. 3,000+ live postings processed through a Databricks + Delta Lake pipeline, with links to the original listings. Free and open, published on GitHub Pages.

      Python许可证: MIT
      • api
      • apis-json
      • dashboard
      • data-engineering
      • databricks

      github实测增长Measured age: 37 days-0.83 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 : 20.6/100打开来源 ↗

      113GitHub 星标-5 (-4.2 %)
    • 9

      其他
      活跃

      Codex-verified, Claude-compatible durable local runtime for Claude Code Workflow JS, with resume, checkpoints, budgets, and Git worktrees

      TypeScript许可证: Apache-2.0
      • agentic-workflows
      • ai-agents
      • claude-code
      • cli
      • codex

      github实测增长Measured age: 38 days1.17 GitHub 星标 per day over 6 days

      Daily change is identical across the last two measured intervals.

      Descriptive emergence index : 20.9/100打开来源 ↗

      107GitHub 星标+7 (+7.0 %)
    • 10

      其他
      活跃

      An open-source event-driven personal finance platform built with Java, Spring Boot, Spring Batch, Spring Security, PostgreSQL, Redis, Amazon SQS, React, Terraform, and AWS.

      Java许可证: Apache-2.0
      • amazon-s3
      • amazon-sqs
      • aws
      • event-driven-architecture
      • expense-tracker

      github实测增长Measured age: 38 days1 GitHub 星标 per day over 5 days

      Daily change increased by 0.01 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 20.8/100打开来源 ↗

      64GitHub 星标+5 (+8.5 %)
    • 11

      其他
      活跃

      Create amazing GitHub profile READMEs with a visual editor, customizable widgets, real-time preview, and custom export.

      TypeScript许可证: GPL-3.0
      • generator
      • github
      • github-profile
      • github-profile-readme
      • github-profile-readme-generator

      github实测增长Measured age: 38 days4.33 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 : 22.5/100打开来源 ↗

      249GitHub 星标+26 (+11.7 %)
    • 12

      其他
      活跃

      Unified LLM access layer in Rust — one API for 325 AI providers. 统一 LLM 服务接入层：一套 API 接入 325 家 AI 服务商。

      Rust许可证: MIT
      • ai
      • c
      • flutter
      • go
      • java

      github实测增长Measured age: 39 days0.17 GitHub 星标 per day over 6 days

      Daily change is identical across the last two measured intervals.

      Descriptive emergence index : 19.9/100打开来源 ↗

      187GitHub 星标+1 (+0.54 %)
    • 13

      其他
      活跃

      Starling — a new Linux desktop environment: Swift shell, its own compositor, a Flutter-to-Swift framework port, and first-party apps

      Swift许可证: Apache-2.0
      • ai
      • compositor
      • desktop
      • desktop-environment
      • drm

      github实测增长Measured age: 39 days0.83 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 : 20.3/100打开来源 ↗

      337GitHub 星标+5 (+1.5 %)
    • 14

      模型
      未知最近提交：暂无数据
      许可证: Apache-2.0
      • transformers
      • safetensors
      • qwen3_5_moe
      • image-text-to-text
      • structured-prompt

      huggingface实测增长Measured age: 39 days-18.16 Hub 30 天下载量 per day over 6 days

      Daily change increased by 25.14 Hub 30 天下载量/day between the last two measured intervals.

      Descriptive emergence index : 21.8/100打开来源 ↗

      Transformers 标识符 heheyas/SP-PE-Qwen3.5-35B-A3B

      968Hub 30 天下载量-109 (-10.1 %)
    • 15

      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: 40 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 : 39.2/100打开来源 ↗

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

      1 033GitHub 星标+338 (+48.6 %)
    • 16

      应用
      活跃

      跨平台 SSH / SFTP 桌面客户端 · 终端 · 连接管理 · 文件传输 | Cross-platform SSH/SFTP desktop client for macOS, Windows

      Swift
      • cross-platform
      • desktop-app
      • devops
      • electron
      • linux

      github实测增长Measured age: 41 days-1.5 GitHub 星标 per day over 6 days

      Daily change is identical across the last two measured intervals.

      Descriptive emergence index : 19.1/100打开来源 ↗

      290GitHub 星标-9 (-3.0 %)
    • 17

      应用
      活跃

      Desktop provider switcher for Claude Code and Codex. Keep every endpoint, API key, and model in one place, switch the active provider in one click, and probe latency before you start. Atomic writes and rolling backups keep your configs…

      Python
      • ai-tools
      • api-key-management
      • claude-code
      • codex
      • deepseek

      github估算动量Measured age: 41 days10.73 GitHub 星标 per day over 41 days

      Acceleration cannot be measured yet: three snapshots are required.

      Descriptive emergence index : 27.1/100打开来源 ↗

      440GitHub 星标—
    • 18

      其他
      活跃

      An open source GitOps control plane for OpenTofu & Ansible - provision, configure and deploy across cloud, on-prem and hybrid, self-hosted and forever free.

      Python许可证: AGPL-3.0
      • ansible
      • automation
      • aws
      • ci-cd
      • dvops

      github实测增长Measured age: 41 days0.33 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 : 19.2/100打开来源 ↗

      215GitHub 星标+2 (+0.94 %)
    • 19

      其他
      活跃

      Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.

      Rust许可证: MIT
      • ai-agent
      • automation
      • desktop-app
      • llm
      • local-first

      github实测增长Measured age: 42 days27.48 GitHub 星标 per day over 6 days

      Daily change decreased by 5.72 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 30.5/100打开来源 ↗

      1 626GitHub 星标+165 (+11.3 %)
    • 20

      其他
      活跃

      Free, open source voice dictation for macOS. On-device transcription with Apple's Speech framework. No cloud/no API keys/no account.

      Swift许可证: MIT
      • accessibility
      • apple-speech
      • dictation
      • macos
      • macos-app

      github实测增长Measured age: 43 days1.5 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 : 19.2/100打开来源 ↗

      383GitHub 星标+9 (+2.4 %)

    学习与参考资源

    Ranked by creation date, newest first; undated entries come last. 这些资源可单独访问，不参与主要排名。

    1. 1

      kubernetes-zero-to-production

      其他
      活跃打开来源 ↗

      Production-oriented Kubernetes learning path: 47 lessons, 35+ labs, manifests, diagrams, cheat sheets, interview and certification prep.

      Shell许可证: Apache-2.0
      • argocd
      • certification
      • cka
      • cloud-native
      • devops
      github资源实测增长
      166GitHub 星标稳定
    2. 2

      many-ppt-skills

      技能
      活跃打开来源 ↗

      Every AI slide-deck skill worth knowing, on one page — both the HTML and native-PPTX routes, compared on what actually decides the choice rather than on star count. Bilingual, auto-refreshed.

      Python
      • agent-skills
      • ai
      • awesome-list
      • benchmark
      • claude
      github

      安装 git clone https://github.com/brycewang-stanford/many-ppt-skills ~/.claude/skills/many-ppt-skills

      资源实测增长
      40GitHub 星标+4 (+11.1 %)
    3. 3

      tyran

      技能
      活跃打开来源 ↗

      A task conductor for Claude Code that gets better the more you use it. Multi-agent orchestration with an evidence contract that BLOCKS instead of asking, gates written as hooks rather than prompts, and a retrospective that learns your…

      JavaScript许可证: Apache-2.0
      • agent-orchestration
      • ai-agents
      • claude-code
      • claude-code-plugin
      • code-quality
      github

      安装 /plugin marketplace add jjanczur/tyran

      资源实测增长
      86GitHub 星标-1 (-1.1 %)
    4. 4

      evoui-browser

      技能
      活跃打开来源 ↗

      Self-evolving browser automation for Codex, Claude Code, and Cursor—learn reusable site knowledge and safely replay verified routines with agent-browser.

      Python许可证: Apache-2.0
      • agent-browser
      • agent-skills
      • ai-agents
      • browser-automation
      • claude-code
      github

      安装 git clone https://github.com/Salmonbird/evoui-browser ~/.claude/skills/evoui-browser

      资源实测增长
      102GitHub 星标稳定
    5. 5

      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 %)