amit78kum/pysr-mcp-server-amit
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The PySR Symbolic Regression Platform is a comprehensive solution for performing symbolic regression using a combination of PySR, FastAPI, PostgreSQL, and Streamlit, all integrated through an MCP server architecture.
Tools
Functions exposed to the LLM to take actions
train_model_complete
Single endpoint for complete training pipeline
create_model
Create model with configuration
fit_model
Fit model on data
predict
Make predictions
get_equations
Get discovered equations
save_model
Save model to disk
load_model
Load model from disk
export_equation
Export in various formats
validate_data
Validate input data
evaluate_model
Evaluate model performance
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client