Every action below is available as an MCP tool and a verb in Cerebral OS — callable from any AI agent, Claude, Cursor, Windsurf, or your own runtime via the BYOA API. All executions are governed, audited, and dry-run safe.
Get Dataset
bigml:get_dataset
Fetch a single dataset by ID with field information and statistics.
Read
Low risk
Get Evaluation
bigml:get_evaluation
Fetch a single evaluation by ID with performance metrics and results.
Read
Low risk
Get Model
bigml:get_model
Fetch a single model by ID with training information and performance metrics.
Read
Low risk
Get Prediction
bigml:get_prediction
Fetch a single prediction by ID with result and confidence information.
Read
Low risk
Get Source
bigml:get_source
Fetch a single data source by ID with upload status and field information.
Read
Low risk
List Datasets
bigml:list_datasets
List datasets with optional filtering and pagination.
Read
Low risk
List Evaluations
bigml:list_evaluations
List evaluations with optional filtering and pagination.
Read
Low risk
List Models
bigml:list_models
List models with optional filtering and pagination.
Read
Low risk
List Predictions
bigml:list_predictions
List predictions with optional filtering and pagination.
Read
Low risk
List Sources
bigml:list_sources
List data sources with optional filtering and pagination.
Read
Low risk
Create Dataset
bigml:create_dataset
Create a new dataset from an existing source.
Write
Medium risk
Create Evaluation
bigml:create_evaluation
Create an evaluation to measure model performance on a test dataset.
Write
Medium risk
Create Model
bigml:create_model
Create a new machine learning model from an existing dataset.
Write
Medium risk
Create Prediction
bigml:create_prediction
Create a prediction using a trained model with input data.
Write
Medium risk
Create Source
bigml:create_source
Create a new data source from a remote URL.
Write
Medium risk
Delete Dataset
bigml:delete_dataset
Permanently delete a dataset and all its dependent resources.
Write
High risk
Delete Evaluation
bigml:delete_evaluation
Permanently delete an evaluation.
Write
High risk
Delete Model
bigml:delete_model
Permanently delete a model and all its dependent resources.
Write
High risk
Delete Prediction
bigml:delete_prediction
Permanently delete a prediction.
Write
High risk
Delete Source
bigml:delete_source
Permanently delete a data source and all its dependent resources.
Write
High risk