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.
Create Cohort
faraday:create_cohort
Create a new cohort based on dataset filters.
Write
Medium risk
Create Dataset
faraday:create_dataset
Create a new dataset in Faraday.
Write
Medium risk
Create Outcome
faraday:create_outcome
Create a new outcome definition for tracking business events.
Write
Medium risk
Create Prediction
faraday:create_prediction
Create a new prediction model and start training.
Write
Medium risk
Create Target
faraday:create_target
Create a new target to deploy predictions to external platforms.
Write
Medium risk
Delete Dataset
faraday:delete_dataset
Permanently delete a dataset and all its data.
Write
High risk
Deploy Target
faraday:deploy_target
Deploy a target to start sending data to the external platform.
Write
Medium risk
Get Cohort
faraday:get_cohort
Fetch a single cohort by ID with definition and statistics.
Read
Low risk
Get Dataset
faraday:get_dataset
Fetch a single dataset by ID with schema and status information.
Read
Low risk
Get Outcome
faraday:get_outcome
Fetch a single outcome by ID with definition and statistics.
Read
Low risk
Get Prediction
faraday:get_prediction
Fetch a single prediction by ID with model details and performance metrics.
Read
Low risk
Get Prediction Results
faraday:get_prediction_results
Get prediction results for a completed prediction model.
Read
Low risk
Get Target
faraday:get_target
Fetch a single target by ID with configuration and deployment status.
Read
Low risk
List Cohorts
faraday:list_cohorts
List cohorts with optional filtering and pagination.
Read
Low risk
List Datasets
faraday:list_datasets
List datasets with optional filtering and pagination.
Read
Low risk
List Outcomes
faraday:list_outcomes
List outcomes with optional filtering and pagination.
Read
Low risk
List Predictions
faraday:list_predictions
List predictions with optional filtering and pagination.
Read
Low risk
List Targets
faraday:list_targets
List targets with optional filtering and pagination.
Read
Low risk
Pause Target
faraday:pause_target
Pause an active target to stop sending data to the external platform.
Write
Medium risk
Update Dataset
faraday:update_dataset
Update an existing dataset's metadata and configuration.
Write
Medium risk