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AI Overview

Jamdesk includes AI Chat, llms.txt, and an MCP server on every docs site. Use AI tools like Claude Code, Cursor, and Codex to write and maintain documentation.

When developers ask AI about your product, the AI often works from stale training data or can't access your docs at all. Every Jamdesk build generates three AI endpoints — llms.txt, an MCP server, and raw Markdown URLs — so AI tools can read your current docs directly, without scraping HTML. Your visitors also get a built-in chat assistant that answers questions directly from your docs.

This section covers those endpoints, the built-in AI chat, and how to set up AI tools to write and maintain your documentation.

See how your docs score. Jamdesk scores your own docs on every build — open AI Score in the dashboard for your grade and the issues to fix. You can also run any documentation site through the free AI Score tool, graded on the open AFDocs standard, or grade sites as you browse with the AI Score Chrome extension.

How It Works

1
Write MDX

Create documentation pages in Markdown with optional React components.

2
Push and Build

Jamdesk builds your site and generates AI endpoints alongside your HTML.

3
AI Tools Connect

Claude, Cursor, ChatGPT, and other tools can access your docs via llms.txt, MCP, or raw Markdown URLs.

AI Features

Every Jamdesk site includes these AI features automatically:

AI Score

Your docs graded for AI agents on every build, with fixes

AI Chat

Built-in chat assistant — visitors ask questions, get citation-backed answers

llms.txt

Auto-generated page index and full-content dump

MCP Server

searchDocs and getPage tools over JSON-RPC

Markdown Source

Append .md to any URL for raw Markdown source

Writing Docs with AI

Claude Code

CLAUDE.md template and MCP connection setup

Claude Code Plugin

Component, config, navigation, and CLI reference for Claude

Cursor

Inline editing rules and .cursor/mcp.json config

Codex

AGENTS.md template for cloud-based doc generation

Writing with AI

Effective prompts, review checklists, and common pitfalls

Automated Updates

The /update-jamdesk skill — auto-generate docs from code changes