Voxel51 Agent

Voxel51 Agent is an AI-powered assistant for Voxel51 that can use Voxel51's data, model evaluation, annotation, and extensibility capabilities from natural language instructions. It can investigate datasets and model behavior, carry out Voxel51 operations, and continue into actions like curation, evaluation, annotation, and custom analysis.

A chatbot primarily answers questions. Voxel51 Agent can take action on your Voxel51 environment using tools: querying and curating datasets, creating views, using embeddings, running evaluations, working with annotation, and executing specialized workflows through skills and plugins.

Voxel51 Skills are a set of instructions that teach an agent how to carry out a particular workflow using available tools. Skills are useful for encoding repeatable team processes: not simply what operations exist, but how your team expects them to be used.

A plugin extends what the Voxel51 Agent can do. A skill teaches the Agent how to combine available capabilities to accomplish a task. A plugin can introduce a new operation, while a skill can define how and when the Agent should use it.

No. Pipeline orchestrators execute predefined jobs and dependencies. Voxel51 Agent addresses a different part of the ML lifecycle: the iterative data and model development work where the next action often depends on what you discover. The two can work alongside each other.

The Voxel51 MCP Server exposes Voxel51's capabilities to compatible AI assistants and developer tools, so you can bring Voxel51 into the AI environment you already use rather than being limited to a single agent interface.

FiftyOne supports the Model Context Protocol (MCP). Install the FiftyOne MCP Server, point your coding assistant (Claude Code, Cursor, Copilot, etc.) to it, and your assistant can start executing FiftyOne operations directly. No custom integration code required. https://github.com/voxel51/fiftyone-mcp-server