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AI Features

AlgoQuill is built AI-native from the ground up. Every feature is designed to work seamlessly with AI.

AI Chat Widget

Let users ask questions and get instant answers powered by Claude. The AI assistant is trained on your documentation content.

Features

  • • Trained on your docs content
  • • Real-time responses
  • • Source citations
  • • Conversation history
  • • Embeddable widget

Configuration

  • • Choose AI model (Claude Sonnet/Opus)
  • • Customize welcome message
  • • Set response style
  • • Enable/disable per project

Enable AI Chat: Go to Project Settings → AI Settings → Enable AI Chat Widget

AI Writing Agent

The writing agent helps you create and update documentation automatically. It can generate docs from prompts, PRs, or even Slack threads.

1

Generate from Prompts

Describe what you want and the AI creates the documentation.

2

Update from PRs

Connect GitHub and the agent suggests docs updates when code changes.

3

Slack Integration

Turn Slack conversations into documentation automatically.

MCP Server

AlgoQuill provides an MCP (Model Context Protocol) server that connects your docs directly to AI tools like Cursor, Claude Code, and Windsurf.

Connect in Cursor/Claude Code

{
  "mcpServers": {
    "algoquill-docs": {
      "url": "https://mcp.algoquill.ai/your-project"
    }
  }
}

Once connected, AI coding assistants can directly query your documentation for context while helping you code.

LLMs.txt & skill.md

AlgoQuill automatically generates LLMs.txt and skill.md files that help AI models understand your documentation structure.

llms.txt

A standardized file that tells AI models how to interpret and navigate your docs.

skill.md

Provides AI with structured knowledge about your API, product, or service.

Available AI Models

Choose the AI model that best fits your needs:

  • Claude Sonnet 4 - Recommended for most use cases. Fast and accurate.
  • Claude Opus 4 - Most capable model for complex queries.
  • Claude Haiku 4 - Fastest responses for simple questions.