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Documentation Index

Fetch the complete documentation index at: https://docs.useswarm.co/llms.txt

Use this file to discover all available pages before exploring further.

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Swarm Documentation

Swarm sends AI personas through your product to find usability issues before you ship. Point it at any URL, define a goal, and get actionable UX insights in minutes.

Quickstart

Install the CLI and run your first test in under 5 minutes.

How It Works

Learn how Swarm generates personas and evaluates your product.

MCP for Claude / Codex / Cursor

Drive a test → fix → retest loop from inside your AI editor. One command sets it up: npx @useswarm/mcp setup.

MCP Sample Prompts

Copy-paste prompts for auth flows, multi-step loops, cookie injection, and diagnostics.

CLI Reference

Full reference for all commands, flags, and options.

Dashboard

Create tests and view results from the web UI.

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Get started

npm install -g @useswarm/cli
swarm login
swarm test --url localhost:3000 --goal "Sign up for an account"

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Guides

Local Testing

Tunneling, split frontend/backend, and framework-specific tips.

Persistent Tunnels

Stable localhost tunnel hostnames for OAuth callbacks and repeat local tests.

Authenticated Testing

Test flows behind a login page.

Personas & Swarms

Create and reuse custom persona sets.