I Built an Autonomous GitHub Trending Tracker with Star Velocity & MCP Topic Radars 🚀

说明与用途

一个自主的 GitHub 趋势跟踪器，展示星标增长速度和 MCP 新兴主题，零维护、自动更新。

问题

GitHub’s native trending page lacks real‑time star velocity data and advanced topic filters for fast‑growing ecosystems, making it hard for developers to spot breakout projects early.

结果

The project delivers a zero‑maintenance, real‑time dashboard that shows trending GitHub repos, star velocity, and niche topic filters, enabling developers to spot viral projects quickly.

工作流

• 1. GitHub Actions triggers every 12 hours to run engine.py
• 2. engine.py scrapes trending repos from 6 ecosystems and extracts metrics
• 3. Engine classifies repos by semantic tags (#MCP, #Coding-Agents, #AI-Video, #Security)
• 4. Generates daily archives and an RSS 2.0 feed
• 5. Commits updates to the repo automatically
• 6. GitHub Pages serves a lightweight vanilla HTML/CSS/JS dashboard with search, sorting, and clone command copy

证据

Scheduled GitHub Actions runs automatically every 12 hours (at 00:00 UTC and 12:00 UTC).

来源

Pure Vanilla HTML, CSS & JavaScript — no heavy frameworks or complicated build steps.

来源