PrimeIntellect-ai/prime-agent gained 7,860 stars this week, the largest jump in the field.
This is MrKeyoor's own weekly tracking across 300+ reviewed repos.
The board — week of 17 Aug 2026
| # | Repo | Stars gained | Total stars |
|---|---|---|---|
| 1 | prime-agent | +7,860 | 15,947 |
| 2 | skills | +6,976 | 218,426 |
| 3 | agency-agents | +5,395 | 145,594 |
| 4 | orca | +5,157 | 46,144 |
| 5 | semantica | +5,046 | 7,546 |
| 6 | OmniRoute | +4,857 | 48,107 |
| 7 | firecrawl | +4,199 | 167,428 |
| 8 | ponytail | +4,165 | 103,037 |
| 9 | firecrawl | +3,586 | 167,822 |
| 10 | reverse-skill | +3,295 | 25,492 |
Why they are moving
1. prime-agent — Prime Agent leads as developers seek command-line assistants that can preserve context across long coding and research sessions.
2. skills — Skills is surging because reusable prompts and workflows offer a practical way to make AI-generated code more consistent.
3. agency-agents — Agency Agents packages specialized system prompts into ready-made roles, meeting demand for assistants tailored to specific development jobs.
4. orca — Orca tackles the growing operational burden of managing multiple AI coding agents inside a purpose-built desktop workspace.
5. semantica — Semantica pairs self-hosting with explainable AI infrastructure, appealing to teams that need enterprise data systems they can inspect and control.
6. OmniRoute — OmniRoute simplifies access to hundreds of model providers through one API, reducing integration work and vendor dependence.
7. firecrawl — Mendable's Firecrawl keeps climbing as AI builders need dependable extraction from JavaScript-heavy websites in application-ready formats.
8. ponytail — Ponytail promises simpler, more efficient output from popular coding assistants, targeting a widespread frustration with bloated AI-generated code.
9. firecrawl — Firecrawl's core proposition remains timely: turn difficult web content into structured data that AI applications can use.
10. reverse-skill — reverse-skill is gaining momentum by organizing cybersecurity playbooks and scripts into a navigable framework for specialized workflows.
The pattern
This week's pattern points to accelerating interest in AI developer infrastructure, especially agent workspaces, reusable workflows, model routing, and web data pipelines.
Methodology: mrkeyoor.com snapshots star counts for every repo it has reviewed and computes week-over-week deltas from baselines at least 5 days old. Full reviews with scorecards: the repo board.