io.github.jmshinhwa/robots-txt-ai-crawler-audit (MCP Server)
This MCP server checks a site’s robots.txt line by line and reports what each AI crawler token actually controls, specifically in terms of training permissions and related AI access. The server is intended to help verify that the robots.txt directives match the expected behavior for AI crawlers.
🛠️ Key Features
- Performs line-by-line analysis of
robots.txt - Explains the effect of each AI crawler token
- Focuses on what tokens control for training and AI
🚀 Use Cases
- Auditing
robots.txtfor AI crawler behavior - Validating that directives correctly govern training-related access
- Identifying mismatches between intended and configured AI controls
⚡ Developer Benefits
- Clear mapping from
robots.txtentries to AI crawler token control - Deterministic, per-line checking to support review workflows
⚠️ Limitations
- Limited to information expressible through
robots.txtline-by-line token controls