YOLO-MCP-Server

YOLO-MCP-Server

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The YOLO MCP Service provides advanced computer vision capabilities by integrating YOLO models with Claude AI using the Model Context Protocol. It facilitates object detection, segmentation, and real-time camera analysis, along with model training and export functionalities. This service enables seamless computer vision tasks within the Claude AI ecosystem.

list_available_models

List the available models in the system

analyze_image_from_path

Analyzing objects in images from file path

comprehensive_image_analysis

Perform comprehensive image analysis (detection, classification, etc.)

segment_objects

Perform image segmentation

classify_image

Classify images

start_camera_detection

Start live camera detection

get_camera_detections

Obtain camera detection results

stop_camera_detection

Stop camera detection

train_model

Training custom models

validate_model

Verify model performance

export_model

Export the model to another format

test_connection

Test service connection status