--- title: How to Make Your Docs Agent-Ready: llms.txt, Parity, MCP description: Coding agents interact with documentation differently than humans — they can't recover from truncated indexes, broken links, or missing metadata. This post... canonical: https://daily.dev/posts/how-to-make-your-docs-agent-ready-llms-txt-parity-mcp-3ogzxkxif twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: How to Make Your Docs Agent-Ready: llms.txt, Parity, MCP | daily.dev og:description: Coding agents interact with documentation differently than humans — they can't recover from truncated indexes, broken links, or missing metadata. This post... og:url: https://daily.dev/posts/how-to-make-your-docs-agent-ready-llms-txt-parity-mcp-3ogzxkxif og:image: https://api.daily.dev/og/posts/3oGzXkxiF.png og:image:alt: How to Make Your Docs Agent-Ready: llms.txt, Parity, MCP og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # How to Make Your Docs Agent-Ready: llms.txt, Parity, MCP **[Prisma Blog](https://daily.dev/sources/prisma-blog)** · 13 min read · 4 upvotes · 1 comments ## Summary Coding agents interact with documentation differently than humans — they can't recover from truncated indexes, broken links, or missing metadata. This post details how the Prisma docs team audited their documentation against an Agent Readiness Score and fixed five core issues: an oversized llms.txt index (split into per-area files), missing per-page pointers back to the index, Markdown/HTML parity gaps, broken relative links in the full-content feed, and absent agent skill and MCP discovery documents. The post also provides a reusable four-step process (audit, group failures by cause, fix discoverability/parity/links/metadata, add CI checks) for any team wanting to make their docs agent-ready. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What is the character limit for an llms.txt file according to Mintlify's Agent Readiness Score audit? Mintlify's Agent Readiness Score audit fails any llms.txt file over 50,000 characters. Prisma's original llms.txt listed every docs page inline at about 116,000 characters, more than double that limit, and was split into per-area index files at /docs/llms/.txt with the root file reduced to about 7,000 characters as a table of contents. _Teams hardening docs for AI agents can track llms.txt conventions and size limits on daily.dev._ ### What does the data-markdown-ignore attribute do for Markdown documentation parity? The data-markdown-ignore attribute marks HTML-only interface elements, like copy buttons or an Edit on GitHub footer, so parity-checking tools can distinguish intentionally missing content from a real divergence between HTML and Markdown versions of a page. Mintlify's parity check specifically asks for this attribute on human-only HTML elements when the HTML and Markdown differ on purpose. _Developers building agent-ready docs can follow parity conventions like this via daily.dev._ ### Why do root-relative links break when included in a concatenated llms-full.txt documentation feed? Root-relative links like /orm/prisma-client/queries work on a rendered site because the framework prefixes them with a base path such as /docs, but a raw text feed gets no such prefixing, so the same link resolves to a nonexistent page like prisma.io/orm/... The fix is rewriting all in-body links as absolute URLs before including them in any feed or per-page Markdown file. _Anyone shipping machine-readable doc feeds can check link-resolution pitfalls like this on daily.dev._ ## Community discussion Top comments from developers on daily.dev. **@kartiknvj** · 0 upvotes > Splitting the monolithic llms.txt into per-area files to avoid agent truncation is a concrete fix I hadn't seen spelled out, and it makes sense because an oversized index gets silently cut off and the agent never knows what it missed. The parity point is the sharper one for me, since docs that read fine for humans but drop structure for machines fail in ways you only catch by testing retrieval. Is the Agent Readiness Score a fixed checklist, or actual retrieval tests against the docs? ## Similar posts on daily.dev - [Search the Prisma Docs Using Your Coding Agent](https://daily.dev/posts/search-the-prisma-docs-using-your-coding-agent-ragvv8mgi) · Prisma Blog · 0 upvotes · 0 comments - [Your website's next visitor is an AI agent](https://daily.dev/posts/your-website-s-next-visitor-is-an-ai-agent-pc83koj9u) · RUBYLAND · 1 upvotes · 0 comments - [12 AEO practices to make your documentation AI-ready — Expo blog](https://daily.dev/posts/12-aeo-practices-to-make-your-documentation-ai-ready-expo-blog-hyvazwckw) · Expo Blog · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#mcp](https://daily.dev/tags/mcp), [#prisma](https://daily.dev/tags/prisma) [View this post on daily.dev](https://daily.dev/posts/how-to-make-your-docs-agent-ready-llms-txt-parity-mcp-3ogzxkxif) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"How to Make Your Docs Agent-Ready: llms.txt, Parity, MCP","url":"https://daily.dev/posts/how-to-make-your-docs-agent-ready-llms-txt-parity-mcp-3ogzxkxif","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/how-to-make-your-docs-agent-ready-llms-txt-parity-mcp-3ogzxkxif"},"datePublished":"2026-07-24T13:11:44.956Z","dateModified":"2026-09-13T18:52:49.188Z","description":"Coding agents interact with documentation differently than humans — they can't recover from truncated indexes, broken links, or missing metadata. 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