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The Userplane MCP server includes four interactive apps that render directly inside AI clients that support MCP Apps. Instead of reading raw data, you get video playback, filterable log viewers, network inspectors, and user action timelines.

Available apps

Recording viewer in Claude — console tab

Interactive viewers render in Claude (desktop and web) and ChatGPT. Other clients display the same data as structured text.

Client support

In clients without MCP Apps support, the same tools return structured text with identical data. Your agent can still analyze console errors, network failures, and user actions — only the visual presentation differs.

How it works

MCP Apps are self-contained HTML bundles served as resources by the MCP server. When your AI client supports MCP Apps, the tool response includes a reference to the app resource. The client renders the app in a sandboxed environment and passes the tool result data to it. The apps are built with React and Tailwind CSS, matching the look and feel of the Userplane dashboard.

Recording viewer

Full recording experience with video, metadata, and session data tabs

Resource viewers

Focused viewers for console logs, network requests, and user actions