This server gives Claude direct access to FiftyOne's computer vision dataset platform through 45+ tools spanning three operational modes. You get SDK tools for querying datasets and running aggregations anywhere, APP tools for controlling the live FiftyOne browser interface (set views, open panels, select samples), and SESSION tools for launching the app from a terminal. The real power is in the operator system: it exposes FiftyOne's entire plugin ecosystem, letting the AI discover and execute any installed operator, from brain embeddings to annotation integrations. Each tool carries a risk level tag so you can auto-approve safe reads while prompting for destructive operations. Install it as a Claude Desktop server for terminal workflows or drop it into the FiftyOne App itself as an agent panel for real-time UI control.
claude mcp add --transport stdio adonaivera-fiftyone-mcp-server uvx fiftyone-mcp-server