Top Python Libraries

Top Python Libraries

130k-Star GitHub Scraper — No API Key Needed

Free Firecrawl API no key needed. Scrape any webpage to clean Markdown or JSON with 1000 monthly credits.

Meng Li's avatar
Meng Li
Jun 30, 2026
∙ Paid
Is Firecrawl Worth $16/Month in 2026? My Take

Just saw this—Firecrawl’s official account posted it.

Starting today, you can use Firecrawl without applying for a Key or setting up any env variables — just call the API directly.

They’re also giving away 1,000 free credits per month.

Firecrawl is a web data API built specifically for AI.

It can turn any webpage into clean Markdown or structured data that AI can read directly.

Give it a URL, and it returns:

  • Super clean body Markdown (removes navigation, ads, footers, and all the noise)

  • Or structured JSON (you define the schema, it extracts accordingly)

  • Screenshots, full HTML, metadata — whatever you need.

It also supports full website crawling, local file parsing, arXiv semantic search, asynchronous browser research Agents, GitHub repo info lookup, and more.

User's avatar

Continue reading this post for free, courtesy of Meng Li.

Or purchase a paid subscription.
© 2026 Meng Li · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture