groundlight-mcp-server
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A Model Context Protocol (MCP) server for interacting with Groundlight. This server provides tools to create and list both Detectors and ImageQueries.
The Groundlight MCP server is designed to facilitate interaction with Groundlight's image analysis capabilities. It allows users to create detectors that can analyze images based on natural-language queries, providing responses with confidence scores. The server supports various modes of detection, including binary, multiclass, and counting, and offers tools for managing detectors and image queries. The server is in early development, with features and tools subject to change as it evolves.
Features
- Create and manage detectors with different modes (binary, multiclass, counting) for image analysis.
- Submit and manage image queries to receive labeled responses with confidence scores.
- Create alerts for detectors to trigger actions based on specific conditions.
- Provide labels for image queries to improve detector accuracy through feedback.
- Retrieve detailed evaluation metrics for detectors, including confusion matrices.
Tools
create_detector
Create detectors, support multiple modes
get_detector
Obtain detector information
list_detectors
List all detectors
submit_image_query
Submit image query
get_image_query
Get image query results
list_image_queries
List all image queries
get_image
Get an image and optionally labeled
