parsera

The premium Open Source alternative to Firecrawl

🎯 Best for:Scraping dynamic websites where traditional selectors frequently break.

What is parsera?

Replaces complex CSS selectors with natural language instructions to extract data from websites. It utilizes large language models to parse HTML and return structured JSON output regardless of DOM changes.

Tech Stack
PythonAI, ML & Data

Why parsera?

  • No selector maintenance
  • Schema-first extraction
  • Multi-LLM support

Limitations

  • High token cost
  • Slower than regex/CSS
  • LLM hallucination risk
1/23/2026
Last Update
72
Forks
4
Issues
GPL-2.0
License
Financial Leak Detected

Stop the "SaaS Tax"

Your team could be burning cash. Switching to parsera instantly boosts your runway.

Competitor Cost
-$1,440
/ year (est. based on Firecrawl)
Self-Hosted
$0
/ year
Team Size10 Users
150+
SAVE 100%

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