A recent analysis of robots.txt files across 2,347 hosts revealed significant discrepancies in how Python's `urllib.robotparser` interprets the protocol compared to the RFC 9309 standard. The standard dictates that the most specific rule wins, with special handling for '*' and '$' characters, and line order being irrelevant. However, Python's older parser incorrectly prioritizes the first matching rule and treats '*' and '$' as literal characters. This led to 250 endpoints being incorrectly allowed by the old parser, while only 2 were incorrectly disallowed. The issue has been addressed in newer Python versions, with a fix merged in May 2026 and backported. AI
IMPACT Incorrect parsing of robots.txt can impact web scraping and data collection for AI training.
RANK_REASON Analysis of a software component's adherence to a technical standard. [lever_c_demoted from research: ic=1 ai=0.4]
- MCP
- Python 3.12
- Python 3.14.8
- Python 3.9.6
- RFC 9309: Robots Exclusion Protocol
- ScraperWatch
- Serhiy Storchaka
- urllib.robotparser
AI-generated summary · Google Gemini · from 1 sources. How we write summaries →