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
混合排名：实测增长优先。
该排名的计算方式
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
工具排名
混合排名：实测增长优先。 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活跃
Production-style end-to-end e-commerce recommendation platform with data engineering, MLOps, serving, governance, and observability on Kubernetes.
github实测增长Measured age: 24 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.7/100打开来源 ↗97GitHub 星标稳定 - 2活跃
clarilayer
MCPStop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).
github实测增长Measured age: 88 days-0.83 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 0.8/100打开来源 ↗92GitHub 星标-5 (-5.2 %) - 3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.
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 %) - 4活跃
The first book dedicated to enterprise Agent platform engineering, from data intelligence foundations to production-ready AI-native business systems.
github实测增长Measured age: 75 days0.17 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 : 6/100打开来源 ↗257GitHub 星标+1 (+0.39 %) - 5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: 17 days8.99 GitHub 星标 per day over 6 days
Daily change increased by 2.04 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗235GitHub 星标+54 (+29.8 %) - 6活跃
DEHUB
其他The Ultimate Data Engineering Hub — 500+ Resources, 50+ Tools, Roadmaps & Community for Data Engineers Worldwide
github实测增长Measured age: 70 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 7.9/100打开来源 ↗148GitHub 星标+1 (+0.68 %) - 7活跃
从数据到智能：企业级数据平台的构建、演进与 Agentic BI 实践。一个数据开发的八年数据工程手记：从 0 到 1 构建企业级医药数据平台，再到 Data + AI 转型下的 Agentic BI。
github实测增长Measured age: 78 days0.5 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 : 4.9/100打开来源 ↗129GitHub 星标+3 (+2.4 %) - 8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.
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活跃
Microsoft Fabric Unified Data Foundation with Databricks & Purview 2026
github实测增长Measured age: 68 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 8.6/100打开来源 ↗115GitHub 星标稳定 - 10活跃
Secure AI Engineering Framework 2026: Data-Boundary Security for Frontier Models
github实测增长Measured age: 68 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 8.6/100打开来源 ↗115GitHub 星标稳定 - 11活跃
2026–2027 tech internships in the US, updated daily. Software engineering, data science, security, product, and design intern roles.
github实测增长Measured age: 60 days1 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 12.2/100打开来源 ↗98GitHub 星标+6 (+6.5 %) - 12活跃
Data-engineering benchmark for coding agents (DuckDB + Snowflake dbt tasks).
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 %) - 13活跃
Move whole tables between databases fast — Postgres, MySQL, ClickHouse, BigQuery. Rust engine, one-line Python API, bounded memory.
github实测增长Measured age: 55 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 13.6/100打开来源 ↗52GitHub 星标稳定 - 14活跃
opne-aureka
智能体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。
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— - 15活跃
fyagent
技能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。
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/fyagent1 033GitHub 星标+338 (+48.6 %) - 16活跃
wisp-science
MCPOpen-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.
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活跃
A browser inside your terminal
github实测增长Measured age: 60 days40.64 GitHub 星标 per day over 6 days
Daily change increased by 42.85 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 30.6/100打开来源 ↗安装
git clone https://github.com/zenbu-labs/terminal-browser ~/.claude/skills/terminal-browser2 653GitHub 星标+244 (+10.1 %) - 18活跃
Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.
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 %) - 19活跃
utopia
应用World's first open-source enterprise world model.
github实测增长Measured age: 28 days793.37 GitHub 星标 per day over 4 days
Daily change decreased by 1,148.1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 73/100打开来源 ↗4 008GitHub 星标+3 176 (+381.7 %) - 20活跃
One-click desktop GUI for the Aether censorship-circumvention tunnel — Tauri v2, React 19, Rust
github实测增长Measured age: 52 days1.67 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 : 15.7/100打开来源 ↗916GitHub 星标+10 (+1.1 %) - 21活跃
pdfcn
其他Beautiful pdf components, built on Takumi and Forme. 100% Free, Zero config, one command setup.
github实测增长Measured age: 24 days18.65 GitHub 星标 per day over 6 days
Daily change increased by 38.32 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 37.1/100打开来源 ↗1 002GitHub 星标+112 (+12.6 %) - 22活跃
A fast, resilient, multi-source file retriever and download engine
github实测增长Measured age: 20 days11.16 GitHub 星标 per day over 6 days
Daily change decreased by 12.58 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗162GitHub 星标+67 (+70.5 %) - 23活跃
anydoc
其他Convert Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, CSV, and PDF to clean Markdown. Built in Rust, with Node.js and Python bindings.
github实测增长Measured age: 32 days187.04 GitHub 星标 per day over 6 days
Daily change decreased by 74.93 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 58.4/100打开来源 ↗20 339GitHub 星标+1 123 (+5.8 %) - 24活跃
moli
智能体Best headless browser for AI agents. Lite, Fast, High-Compatibility. Built in Rust
github实测增长Measured age: 25 days44.64 GitHub 星标 per day over 6 days
Daily change decreased by 4.54 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 42.3/100打开来源 ↗1 710GitHub 星标+268 (+18.6 %)
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。
- 172GitHub 星标+1 (+1.4 %)