llmsmap

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1. 9/14/2026

   Updated: best for, features, limitations, platforms, sources, summary, use cases, walkthrough

   See recorded changes

   bestFor

   Before: []

   After: ["Website owners and developers who want to improve AI agent and crawler support on their sites.","AI researchers and developers seeking a directory of sites with llms.txt files for training or crawling purposes."]

   features

   Before: ["Supports browsing and sorting the directory by newest, recommended, AI readiness, and alphabetical order.","Offers an API endpoint for Model Context Protocol (MCP) integration to allow AI agents direct, read-only access to the catalog without requiring an API key.","Provides tools such as list_catalog to return approved websites and their metadata, and search_catalog to search the directory by product name or URL."]

   After: ["Directory of 453 sites publishing llms.txt and 151 sites publishing llms-full.txt files.","Sorting and browsing by AI readiness, alphabetical order, newest, and recommended sites.","Technical audit includes checking accessibility of llms.txt, llms-full.txt, ai.txt, robots.txt, sitemap declarations, and homepage markup completeness.","AI readiness score based on combined audit signals, including file accessibility and structured data presence.","Includes Google Lighthouse mobile profile metrics such as Performance, Accessibility, Best Practices, SEO, and experimental Agentic Browsing scores."]

   limitations

   Before: ["API results are capped at 50 items per tool call and may be subject to IP-based rate limits."]

   After: ["Mobile performance scores indicate some rendering delays and main thread blocking that could affect user experience and agent interactions."]

   platforms

   Before: ["Accessible via web interface and through a REST API and MCP protocol endpoint.","Supports integration with MCP-compatible AI clients by adding the remote HTTP server URL to their configuration."]

   After: []

   sources

   Before: [{"url":"https://llmsmap.me/","label":"Global llms.txt directory — llmsmap.me"},{"url":"https://llmsmap.me/mcp-docs/","label":"MCP integration — llmsmap.me"}]

   After: [{"url":"https://llmsmap.me/","label":"Global llms.txt directory — llmsmap.me"},{"url":"https://llmsmap.me/site/ju-productions/","label":"ju.productions - AI readiness audit | llmsmap.me"}]

   summary

   Before: "llmsmap.me is a global directory of websites that publish llms.txt and llms-full.txt files to support AI agents, AI search, and crawler readiness. It provides a catalog of sites with metadata about these files to improve AI agent and crawler support based on the llmstxt.org convention."

   After: "llmsmap.me is a global directory website that indexes international sites publishing llms.txt and llms-full.txt files to support AI agents, AI search, and crawler readiness. It provides AI readiness scores and technical audits for these sites based on accessibility of these files and other metadata."

   useCases

   Before: ["Enables AI agents and crawlers to discover and access websites publishing llms.txt files for improved AI support and search.","Allows integration of the directory into AI agents via MCP for real-time catalog access and querying."]

   After: ["Supports AI agents and crawlers by providing machine-readable files and metadata for better AI system integration."]

   walkthrough

   Before: ["To integrate, add the llmsmap.me MCP server URL to your AI client's MCP configuration file.","Use the list_catalog tool to retrieve approved websites and their llms.txt metadata, optionally limiting results to 50 items.","Use the search_catalog tool to search the directory by product name or URL, requiring a query parameter and optionally limiting results."]

   After: ["Access the directory to browse sites publishing llms.txt and llms-full.txt files with AI readiness scores.","View detailed technical audits for individual sites including file accessibility, robots.txt analysis, sitemap declarations, and structured data markup."]