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📚 Hugging Face Collections Public API Scraper

🚀 Export Hugging Face Collections metadata in seconds. Slug, title, owner, items, upvotes, theme, last updated, description, position, and gating, straight from the public huggingface.co/api/collections endpoint.

🕒 Last updated: 2026-06-05 · 📊 12 fields per record · Full Hugging Face Collections catalogue · Public API, no key required

The Hugging Face Collections Public API Scraper turns the huggingface.co/api/collections public REST endpoint into a clean dataset. It calls the API with your chosen sort, search, and owner filters and flattens each Collection into one tidy row.

Coverage spans every public Collection on Hugging Face, curated by individuals, research labs, and organizations. Each row carries slug, title, owner, item count, upvote count, theme, last-updated timestamp, description, position, and gating policy.

📋 What the Hugging Face Collections Public API Scraper does

• Calls /api/collections with your chosen sort, search, and owner filters.
• Paginates via the Hugging Face cursor link header.
• Flattens owner and item details into top-level fields.
• Surfaces upstream errors as a clean error record.
• Exports as CSV, Excel, JSON, JSONL, XML, RSS, or HTML.

💡 Why it matters: Collections are how Hugging Face curates models, datasets, and Spaces around a topic. This actor lets you mirror that taxonomy for analytics or internal discovery.

🎬 Full Demo

🚧 Coming soon.

⚙️ Input

Example 1, top upvoted Collections:

{"sort":"upvotes","maxItems":50}

Example 2, Meta Llama collections:

{"owner":"meta-llama","maxItems":100}

⚠️ Good to Know: The Hugging Face API is public and free. No API key needed.

📊 Output

Sample record:

{
"slug":"huggingface/llms-65f1a4b6f8b9e8a8b1c0d0e0",
"title":"Top LLMs of 2026",
"owner":"huggingface",
"items":12,
"upvotes":234,
"theme":"purple",
"lastUpdated":"2026-05-22T10:14:55.000Z",
"description":"A curated set of the most-used LLMs this year.",
"position":1,
"gating":null,
"url":"https://huggingface.co/collections/huggingface/llms-65f1a4b6f8b9e8a8b1c0d0e0",
"scrapedAt":"2026-06-05T12:00:00.000Z",
"error":null
}

✨ Why choose this Actor

| 🆓 | Public Hugging Face API, no key needed. | | 📚 | The only Apify actor purpose-built for Collections metadata. | | 🔢 | Casts numbers for clean Excel and pandas imports. | | 🛟 | Surfaces upstream errors as clean rows. | | 🔌 | Sort, search, and owner filters exposed. | | 💾 | Push to dataset for CSV, Excel, JSON, XML, or RSS export. |

📈 How it compares to alternatives

🚀 How to use

1. Click Try for free.
2. Pick a sort and optional filters.
3. Click Start. Your dataset is ready in seconds.

💼 Business use cases

📚 Curated content mirroring. Mirror top Collections into your internal model registry.

📊 Catalogue analytics. Spot the most popular themes by upvotes.

🏢 Internal directories. Build a team-wide curated index of Collections.

📰 AI market journalism. Trend pieces on what's being curated.

🔌 Automating Hugging Face Collections Public API Scraper

• Make / Zapier: schedule a daily run.
• Cron schedule: native Apify scheduler.
• Webhooks: POST on completion.
• Warehouse pipe: native integrations move datasets straight into BigQuery, Snowflake, or Postgres.

🌟 Beyond business use cases

🎓 Education. Curated learning sets for ML courses.

🧪 Personal research. Discover what topics are trending.

🤝 Non-profit and open data. Track open-source AI curation.

🧰 Tinkering and prototyping. Seed a curation app.

🤖 Ask an AI assistant about this scraper

Drop this README into ChatGPT, Claude, or any AI assistant and ask it to design a Collections analytics pipeline. The input fields, schema, and examples above contain everything an LLM needs.

❓ Frequently Asked Questions

❓ API key needed? No.

❓ Pagination? Yes, via the cursor link header.

❓ Filter by owner? Yes.

❓ Sort options? Upvotes, trending, lastModified.

❓ How many Collections? Tens of thousands and growing.

❓ Rate limits? Generous public limits.

❓ Excel export? Yes, via the Apify dataset UI.

❓ Schema stability? Core fields are stable.

❓ Scheduling? Yes, via Apify scheduler.

❓ Public data only? Yes.

🔌 Integrate with any app

Apify ships native integrations with Make, Zapier, Slack, Discord, Google Drive, Google Sheets, Gmail, Airbyte, Keboola, Telegram, GitHub, and any REST API or webhook endpoint. Trigger runs from a calendar event, a form submission, a cron job, or pipe results straight into BigQuery, Snowflake, or a Postgres warehouse.

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💡 Pro Tip: browse the complete ParseForge collection for 900+ production-grade scrapers across business intelligence, real estate, e-commerce, sports, finance, and public records.

Disclaimer. This actor scrapes only publicly available data. ParseForge is not affiliated with, endorsed by, or sponsored by any of the third-party services referenced. Users are responsible for complying with the target site's terms of service and applicable law. Create a free account w/ $5 credit.