Shotbylu/automl-mcp-server
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Data-analysis-Agent is a comprehensive AutoML MCP Server designed to automate the entire machine learning workflow, from data upload to model deployment.
Tools
Functions exposed to the LLM to take actions
upload_csv
Upload CSV datasets
validate_schema
Validate dataset schema and infer types
profile_data
Generate comprehensive data profiling reports
visualize
Create interactive visualizations
train_models
Train multiple ML models with preprocessing
compare_models
Compare and rank trained models
export_model
Export models with metadata
deploy_fastapi
Generate production-ready FastAPI applications
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client