ai-agent-book added 6,843 stars in 7 days

• 01ai-agent-book added 6,843 stars in 7 days
• 02The MCP niche added 70,540 stars this week
• 03Anti-pattern: shanraisshan/claude-code-best-practice — stars-up-commits-down.
• 04Quiet org spotlight: vllm-project.

bojieli/ai-agent-book

bojieli/ai-agent-book is the week's biggest breakout — score 2.14/10, current class stable. 31,123 total stars, 51 contributors.

Across all tracked MCP repos, the ecosystem added 70,540 stars in 7 days — the largest niche-level move on The Terminal this week. The action is here.

shanraisshan/claude-code-best-practice added 306 stars this week against only 5 contributors (12,792 stars per contributor). Star velocity is running ahead of the shipping surface. Worth checking: is the work concentrated in one maintainer, or has the project hit a hype peak before the production layer caught up?

vllm-project

vllm-project is shipping quietly — 4 tracked repos with a combined velocity score of 14.6, but no single repo cracked the top 50 by 7-day stars. Either the work is spread evenly across a portfolio, or the discovery surface has not caught up to what they are building.

• ZhuLinsen/daily_stock_analysisscore 9.07/10 · +565 stars/7d · class stalling
• nitrocloudofficial/nitrostackscore 7.90/10 · +370 stars/7d · class stalling
• MadsLorentzen/ai-job-searchscore 6.38/10 · +1,429 stars/7d · class stalling

Every number on this page comes from beam's daily ingest of GitHub, npm, PyPI, Hacker News, arXiv, HuggingFace, Docker, Stack Overflow, and Discord — fused into a 0–10 velocity score per repo. Read the full methodology.