🎯 pub.dev Package Scoring Scraper

🚀 Export pub.dev (Dart and Flutter) package scoring data in seconds. Pub points, popularity, likes, and derived tags.

The pub.dev Package Scoring Scraper turns the public pub.dev/api/packages/{name}/score and /api/packages/{name} endpoints into a structured dataset. It iterates an explicit list, a search query, or the global index, and joins each package's score with its latest manifest.

🎯 Target Audience	💡 Primary Use Cases
📱 Flutter app teams	Vet new dependencies against pub points
🛡️ Security teams	Find low-scoring or unmaintained packages
📊 Ecosystem researchers	Track Dart package health over time
🚀 DevRel	Build pub.dev discovery dashboards
🧪 Package authors	Benchmark your scores against competitors
👩‍💻 Developers	Pick the best package for a job

📋 What the pub.dev Package Scoring Scraper does

• Iterates an explicit package list, a /api/search query, or the global /api/packages index.
• Joins each package's /score endpoint with the latest pubspec metadata.
• Filters by minimum popularity score.
• Surfaces derived tags such as platform:android, runtime:web, and sdk:flutter.
• Pushes a clean diagnostic record on upstream errors.
• Exports to every Apify dataset format.

💡 Why it matters: Pub.dev's scoring data is the canonical proxy for Dart package health. Mirroring it gives you SQL-friendly insight into the entire ecosystem.

📊 Data fields

Each record includes: grantedPoints, lastUpdated, likeCount, maxPoints, package, popularityScore, results, scrapedAt, tags. These field names come straight from the actor's dataset schema, so what you see here is what lands in your dataset.

⚠️ Good to Know: Each record costs two HTTP calls (score plus manifest). Plan accordingly for very large runs.

🚀 How to use

1. Click Try for free.
2. Provide explicit packages, a search query, or leave empty for the global index.
3. Optionally set minPopularity.
4. Click Start and download the dataset.

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

🆘 Need Help?

If you hit a bug, have questions about setup, or need a scraper we haven't built yet, open our contact form or write to parseforge@protonmail.com. We also take on paid custom data projects.

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