Context CLI LLM Linter

Example Use Cases

• 1

  Audit a URL's readiness for large language model consumption.

• 2

  Convert web pages into token-efficient markdown for processing.

• 3

  That require detailed scoring and recommendations on web content structure and AI bot accessibility.

Description

Context CLI is an LLM Readiness Linter that evaluates how well web content is structured for AI consumption, scoring URLs on token efficiency, structured data, agent compatibility, and more. It offers a FastMCP stdio server mode to expose its linting and markdown conversion tools directly to AI agents, enabling automated URL audits and content extraction. The tool supports multiple serve modes, batch processing, CI/CD integration, and advanced features like agent readiness checks and web server config generation.