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
serenity_ai_hub:get_dataset
Fetch a single dataset by ID with metadata and statistics.
Read
Low risk
Get Model
serenity_ai_hub:get_model
Fetch a single AI model by ID with training status and metadata.
Read
Low risk
Get Project
serenity_ai_hub:get_project
Fetch a single project by ID with metadata and resource counts.
Read
Low risk
List Datasets
serenity_ai_hub:list_datasets
List datasets with optional filtering by project, type, and status.
Read
Low risk
List Models
serenity_ai_hub:list_models
List AI models with optional filtering by project, status, and type.
Read
Low risk
List Projects
serenity_ai_hub:list_projects
List projects with optional filtering by status.
Read
Low risk
Create Dataset
serenity_ai_hub:create_dataset
Create a new dataset from a data source and start processing.
Write
Medium risk
Create Model
serenity_ai_hub:create_model
Create a new AI model and start training with the specified dataset.
Write
Medium risk
Create Project
serenity_ai_hub:create_project
Create a new project to organize models and datasets.
Write
Medium risk
Delete Dataset
serenity_ai_hub:delete_dataset
Permanently delete a dataset and all associated data.
Write
High risk
Delete Model
serenity_ai_hub:delete_model
Permanently delete an AI model and all associated training data.
Write
High risk
Delete Project
serenity_ai_hub:delete_project
Permanently delete a project and all associated models and datasets.
Write
High risk
Deploy Model
serenity_ai_hub:deploy_model
Deploy a trained model to make it available for inference.
Write
Medium risk
Run Inference
serenity_ai_hub:run_inference
Run inference on a trained model with input data.
Write
Medium risk
Stop Deployment
serenity_ai_hub:stop_deployment
Stop a model deployment and free up resources.
Write
Medium risk
Update Model
serenity_ai_hub:update_model
Update an existing AI model's metadata and settings.
Write
Medium risk
Update Project
serenity_ai_hub:update_project
Update an existing project's metadata and settings.
Write
Medium risk