Other
- 1. Gathin23/tv-vibehack+394
- 2. feder-cr/git-ai+332
- 3. HeyPuter/everything+322
GitStar ranking desk
GitHub repository rankings, beyond stars
Compare current momentum with package adoption and repository activity before deciding what deserves attention.
Cache snapshotSources: GitHub · npm · PyPI
GitHub updated Oct 19, 2026 · Packages updated Oct 19, 2026
Weekly momentum
Top Movers This Week
A quick glance at the highest momentum repositories.
Cross-Analysis Results
Rank
Repository
Δ Stars & Trend
Created · Today
03▼1
HeyPuter/everything
📈 Rising⚡ Spike💎 Hidden Gem
+322
★ 2.3K totalMomentum3.3K
Created: Oct 13+129 today
Weekly category pulse
This Week by Category
See which areas of open source are gaining momentum.
+3.2K stars this week
AI/ML
- 1. CoolkHz/gptibo+283
- 2. outcrawlai/scout+135
- 3. LiCinCan/blender-ai-mcp-addon+112
Frameworks
- 1. Caho1/open-claude-ui+174
Signal Snapshot
Read left to right: catch the daily spike, check whether it carries through the week, confirm real package usage, then spot adoption gaps.
Tracked repos
74
Stars today
+9,448
Hot category
Other
Hot language
TypeScript
01 / Daily
Daily breakout
What moved in the last day
+970 today
anomalyco/opencode
Daily GitHub movement
The fastest current daily movement in GitStar's trend cache.
216.9K stars · TypeScriptOpen daily momentum →
02 / Weekly
Rising on GitHub
What carried through the week
+394 this week
Gathin23/tv-vibehack
Weekly GitHub momentum
The strongest weekly acceleration in GitStar's trend cache.
2.8K stars · JavaOpen trending →
03 / Adoption
Used in Production
What gets installed again and again
184M / week
TypeScript
npm / PyPI usage
A repeat-install dependency with durable production pull beyond GitHub visibility alone.
npm · 111.5K starsOpen package rankings →
04 / Gap
Quiet Giants
Where usage outpaces the headline rank
High usage, lower star rank
glob
Usage beyond stars
Usage is strong enough to matter even when the GitHub star story looks quieter than peers.
npm · 8.7K stars · 231.2M / weekSee the signal gap →
Explore all rankings
Compare open-source projects by stars, package downloads, model usage, and ecosystem traction — every leaderboard in one hub.
THIS WEEK IN TRENDING
AI agent frameworks are dominating this week's momentum board, but the useful signal is not just short-lived attention. The strongest projects are turning visibility into production pull.
Use the weekly mover list above for the current spike, then validate each repository against package demand, maintainer activity, and whether it keeps showing up beyond a single refresh window.
Learn / Trust
Read the signal with enough context to avoid over-trusting one number.
What GitStar does
GitStar is an open-source discovery platform that tracks GitHub repository rankings, package ecosystem adoption signals, and developer momentum across daily, weekly, and monthly windows. Instead of mirroring raw API data, every surface adds editorial context: explanations of what the numbers mean, why certain repositories trend, and how to interpret star counts alongside download metrics from npm and PyPI.
The platform publishes a bilingual Weekly Digest every Monday, covering the most notable open-source movements of the past week. In-depth editorial articles explore topics like framework adoption patterns, AI/ML ecosystem shifts, and the difference between short-term hype and durable community adoption. All rankings are sourced from public APIs and refreshed on automated schedules.
Primary ranking caches refresh daily from public APIs, keeping the site practical to operate without paid always-on workers. GitStar is designed for developers, engineering leads, and technology researchers who need a faster way to discover, compare, and evaluate open-source projects. For a full explanation of our ranking methodology and editorial standards, visit the Methodology page. For step-by-step guidance on reading each surface, see the Developer Guide.