autointent.server.mcp

MCP Server for AutoIntent.

Attributes

logger
mcp

Classes

Settings	Application settings loaded from environment variables.
PredictOutput	Output model for the predict tool.
PaginationParams	Params to perform pagination.
PaginationInfo	Information about data pages.
ClassesOutput	Output model for the classes tool.
DataSample	Single training sample.
TrainDataOutput	Output model for the train_data tool.

Functions

get_settings()	Get or create settings instance.
load_pipeline()	Load the optimized pipeline from disk.
load_dataset()	Load the training dataset from the pipeline directory.
lifespan(_)	Lifespan manager for the MCP server.
predict(utterances)	Classify text utterances using the trained AutoIntent pipeline.
classes([page, page_size])	Get paginated list of all available classes/intents with their metadata.
train_data([page, page_size, class_filter])	Access training samples with pagination and filtering options.
main()	Main entry point for the MCP server.

Module Contents

autointent.server.mcp.logger

autointent.server.mcp.mcp