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Introducing Quoth: The Documentation Layer for AI-Native Development

Today we're launching Quoth, a documentation-as-code platform that keeps your AI agents in sync with your codebase.

Quoth TeamJanuary 23, 20262 min read

Update: This post describes the initial Quoth release. For the latest installation method, see the Quoth Plugin launch post or our Quick Start guide.

Building software with AI agents is powerful—but there's a catch. Your AI doesn't actually know your codebase. It hallucinates patterns, invents APIs that don't exist, and confidently generates code that contradicts your architecture.

Quoth changes that.

The Problem with AI-Assisted Development

When you ask an AI to write code for your project, it's essentially guessing. It doesn't know:

  • Your testing patterns and conventions
  • Your API schemas and data models
  • Your architectural decisions and their rationale
  • The actual structure of your codebase

The result? Code that looks right but doesn't fit. Tests that follow the wrong patterns. Components that don't match your design system.

Enter Quoth: Your Single Source of Truth

Quoth is an MCP (Model Context Protocol) server that acts as an auditor between your AI and your codebase. It provides:

Semantic Search

Find relevant documentation using natural language queries

Pattern Enforcement

Ensure AI-generated code follows your documented standards

Living Documentation

Keep docs in sync with code through proposal workflows

How It Works

1

Connect Quoth to your AI tool via MCP protocol (Claude Desktop, Cursor, etc.)

2

Run Genesis to automatically document your codebase structure and patterns

3

Activate the Architect persona before writing code to enforce documented patterns

Get Started Today

Quoth is available now with a free tier for individual developers. Check out our Quick Start Guide to connect your first project.

Already using Claude Code? Add Quoth with the plugin installer:

# Add the Quoth marketplace (one time)
/plugin marketplace add Montinou/quoth-mcp

# Install the plugin
/plugin install quoth@quoth-marketplace

We can't wait to see what you build with AI that actually understands your code.


Have questions? Join our community or reach out on GitHub.

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