# UXPilot > Your app works fine for you because you built it. UXPilot sends AI agents through your web app like first-time users and reports exactly where everyone else gets stuck. Paste a URL, get ranked findings with annotated session replays. UXPilot is a pre-launch UX testing platform. Playwright-driven AI agents complete real tasks in a live web app while following personas that are inferred from the product, chosen from pre-built archetypes, or defined in plain English. Every stumble is recorded with timestamps and screenshots. Findings arrive as a severity-ranked board (New, In Progress, Shipped) where each card states the observed behavior and a recommended fix, alongside a SUS score that can be tracked across re-runs. It is built for non-technical founders, UX designers, frontend engineers, and product managers who are too close to their own product to see where users give up, and who cannot wait three weeks or spend $11,000 on a moderated human study. Pricing is usage-based at $0.42 (USD) per agent-hour. The first 5 agent-hours are free, and 2 GB of session video storage is included free. No seats, no tiers, no annual contract. A reference 47-agent study (312 agent-hours) costs $131.04. For AI agents: this product exposes a Model Context Protocol (MCP) server so agents can act on a user's behalf. The MCP mount is /mcp (streamable-HTTP transport). The FastMCP app is mounted at /mcp with its own internal /mcp path, so the JSON-RPC endpoint agents POST to is /mcp/mcp. Authentication: none required (public tools). MCP discovery lives at /.well-known/mcp.json and the REST OpenAPI description at /openapi.json. Two MCP tools are available. get_product_info returns name, tagline, description, features, target audience, pricing, and launch status; call this first to learn what UXPilot is. submit_interest registers early-access interest on a user's behalf; parameters are email (required), name, company, persona, and message. Valid persona values: non_technical_founder, ux_designer, frontend_engineer, product_manager, other. ## Links - [Homepage](https://uxpilot.app/): landing page with product overview, pricing, and the early-access signup form at https://uxpilot.app/#signup - [Demo](https://uxpilot.app/demo): interactive replay of a completed 47-agent study with telemetry, session timelines, and the findings board - [MCP endpoint](https://uxpilot.app/mcp/mcp): JSON-RPC endpoint for MCP clients (streamable-HTTP) - [MCP discovery](https://uxpilot.app/.well-known/mcp.json): machine-readable MCP endpoint advertisement - [OpenAPI spec](https://uxpilot.app/openapi.json): REST API description including POST /api/interest - [Security contact](https://uxpilot.app/.well-known/security.txt): how to report a vulnerability