# Swarm

## Docs

- [Commands](https://docs.useswarm.co/cli/commands.md): Complete reference for all Swarm CLI commands and options.
- [Installation](https://docs.useswarm.co/cli/installation.md): Install and configure the Swarm CLI.
- [Personas & Swarms](https://docs.useswarm.co/concepts/personas.md): How Swarm generates diverse AI personas and how to create reusable persona sets.
- [Test Results](https://docs.useswarm.co/concepts/test-results.md): Understanding synthesis reports, judge verdicts, and actionable tickets.
- [Dashboard](https://docs.useswarm.co/getting-started/dashboard.md): Create tests, view results, and manage your team from the Swarm web dashboard.
- [Introduction](https://docs.useswarm.co/getting-started/introduction.md): Swarm sends AI personas through your product to find friction and usability issues before your users do.
- [Quickstart](https://docs.useswarm.co/getting-started/quickstart.md): Go from zero to your first AI-powered UX test in under 5 minutes.
- [Authenticated Testing](https://docs.useswarm.co/guides/authenticated-testing.md): Test flows that require login credentials with Swarm's secure credential handling.
- [Testing Local Apps](https://docs.useswarm.co/guides/local-testing.md): How Swarm tunnels your localhost to the cloud for testing, including split frontend/backend setups.
- [Persistent Tunnels](https://docs.useswarm.co/guides/persistent-tunnels.md): Use a stable localhost tunnel hostname for repeat local tests and OAuth callbacks.
- [Swarm Documentation](https://docs.useswarm.co/index.md): AI-powered UX testing that finds friction before your users do.
- [Sample Prompts](https://docs.useswarm.co/mcp/prompts.md): Drop-in prompts for driving the Swarm MCP from Claude Code, Codex, Cursor, or any AI editor.
- [MCP Setup](https://docs.useswarm.co/mcp/setup.md): Connect Swarm to Claude Code, Codex CLI, Cursor, or any MCP-compatible AI editor.

## OpenAPI Specs

- [openapi](https://docs.useswarm.co/api-reference/openapi.json)