AdonaiVera/fiftyone-mcp-server
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The FiftyOne MCP Server is a Model Context Protocol server designed to integrate FiftyOne's computer vision dataset tools with AI assistants, enabling seamless interaction and management of datasets through natural language interfaces.
Tools
Functions exposed to the LLM to take actions
list_datasets
List all available FiftyOne datasets with metadata
load_dataset
Load a dataset by name and get basic information
dataset_summary
Get detailed statistics and field information
view
Create filtered dataset views using a simple query DSL
find_issues
Automatically detect common dataset problems
validate_labels
Deep validation of label fields
launch_app
Launch the FiftyOne App for interactive visualization
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client