martinhillebrand/tdprepview-mcp
3.3
If you are the rightful owner of tdprepview-mcp and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
TDPrepView MCP Server is an alpha software designed for demo use, providing machine learning data preprocessing and model training tools for Teradata databases.
Tools
Functions exposed to the LLM to take actions
get_dummy_data_upload
Upload datasets to Teradata with automatic indexing
create_ml_autoprep_pipeline
Create and fit preprocessing pipelines
save_pipeline_sankey_file
Generate interactive pipeline visualizations
deploy_pipeline_to_database
Deploy pipelines as database views
train_random_forest_model
Train ML models on preprocessed data
deploy_model_to_teradata
Deploy ONNX models using BYOM
make_predictions
Test model endpoints with sample data
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client