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TrendingMomentumPulseExplore
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Ecosystem hub

Every ranking lens in one place

Start from the lens that matches your question: package downloads for adoption, model leaderboards for the AI ecosystem, MCP servers for agent tooling, or categories and languages for taxonomy browsing. Each card links to the full leaderboard behind it.
Top 100 by starsSee current momentum

Rank by signal

Six leaderboard lenses, all refreshed on the same ingestion batch (daily — single batch at 02:00 UTC).

Weekly momentum
Trending This WeekView all
  1. 1sdli1995/dlssg_for_sm86+286/wk
  2. 2openai/NavierStokesAndEuler+256/wk
  3. 3EverettFish/holo-card-studio+208/wk
  4. 4Edge0-AI/Edge0+199/wk
  5. 5Vincentwei1021/anything2explainer+144/wk
Updated 2026-09-12 11:52 UTC | Next 2026-09-13 02:00 UTC

Repositories gaining stars fastest this week; cross-check adoption with a second lens before trusting the spike.

GitHub stars
Top 100 RepositoriesView all
  1. 1codecrafters-io/build-your-own-x546.7K stars
  2. 2sindresorhus/awesome505.3K stars
  3. 3public-apis/public-apis479.2K stars
  4. 4freeCodeCamp/freeCodeCamp455.3K stars
  5. 5EbookFoundation/free-programming-books396.6K stars
Updated 2026-09-12 11:55 UTC | Next 2026-09-13 02:00 UTC

All-time star leaders; read attention first, then verify adoption with a second lens.

JavaScript packages
npm DownloadsView all
  1. 1debug513.6M/wk
  2. 2commander370.8M/wk
  3. 3chalk355.3M/wk
  4. 4glob286M/wk
  5. 5uuid206.8M/wk
Updated 2026-09-12 11:52 UTC | Next 2026-09-13 02:00 UTC

Weekly npm downloads reveal dependencies that real installations keep pulling.

Python packages
PyPI DownloadsView all
  1. 1openai24.5M/wk
  2. 2anthropic24.5M/wk
  3. 3rich19.1M/wk
  4. 4langchain18.3M/wk
  5. 5transformers16.5M/wk
Updated 2026-09-12 11:52 UTC | Next 2026-09-13 02:00 UTC

Python registry pull, strongest for spotting infrastructure that outlives hype cycles.

Agent tooling
MCP ServersView all
  1. 1modelcontextprotocol/python-sdk24.3K stars
  2. 2modelcontextprotocol/typescript-sdk13.4K stars
  3. 3hangwin/mcp-chrome12.4K stars
  4. 4modelcontextprotocol/registry7.2K stars
  5. 5mobile-next/mobile-mcp6.7K stars
Updated 2026-09-12 11:52 UTC | Next 2026-09-13 02:00 UTC

Model Context Protocol servers ranked by GitHub traction inside the agent ecosystem.

AI ecosystem
HuggingFace ModelsView all
  1. 1sentence-transformers/all-MiniLM-L6-v2253.7M
  2. 2cross-encoder/ms-marco-MiniLM-L6-v287.7M
  3. 3BAAI/bge-small-en-v1.564.3M
  4. 4google/electra-base-discriminator59.3M
  5. 5google-bert/bert-base-uncased47.3M
Updated 2026-09-12 11:53 UTC | Next 2026-09-13 02:00 UTC

All-time download leaders; use them as embedding defaults, then verify task fit and recency.

Browse repositories

Taxonomy lanes that filter every ranking to one domain or language.

Browse by category
CategoriesView all
  1. 📚Education
  2. 🎓Learning
  3. ⭐Awesome Lists
  4. 🛠️Project Based Learning
  5. 🏗️Frameworks

Domain-filtered ranking lanes instead of one flat star table.

Browse by language
LanguagesView all
  1. TypeScript
  2. JavaScript
  3. Python
  4. Go
  5. Rust

Per-language leaderboards for the ecosystems you actually build in.

How to use the hub

Read one lens for a quick answer — stars for attention, downloads for adoption, models for the AI ecosystem — then cross-check a second lens before acting. All lenses refresh on the same ingestion batch (daily — single batch at 02:00 UTC).
HuggingFace datasetsEcosystem pulseMethodology