MCP tool list

List of tools the Holistics MCP Server makes available to your external AI assistants.

Tool	Description	Reporting	Development
list_datasets	List available datasets (unames, labels, descriptions, tags).	✓	✓
fetch_dataset	Fetch full details of a dataset: dimensions, measures, models, relationships, and analytics contexts.	✓	✓
explore_dataset	Explore a dataset interactively.	✓	✓
fetch_sample_data	Fetch sample values of a model dimension to understand its data shape.	✓	✓
lookup_values	Look up exact values of a model dimension for use in AQL filters.	✓	✓
generate_aql	Generate an AQL query for a dataset from a natural language question.	✓	✓
validate_aql	Validate an AQL query and return any syntax or semantic errors.	✓	✓
execute_aql	Execute an AQL query and return the result data.	✓	✓
explain_result	Explain or surface insights from a query result.	✓	✓
generate_viz	Generate an AML Viz definition from a natural language description.	✓	✓
execute_viz	Execute an AML Viz and return the visualized result.	✓	✓
search_dashboards	Search dashboards by query (returns unames, titles, descriptions, tags).	✓	—
search_viz_blocks	Search viz blocks by query (returns label, description, tags, AML Viz, AQL).	✓	—
execute_viz_block	Execute a viz block.	✓	✓
list_data_sources	List all data sources with their name and database type.	✓	✓
list_data_source_schemas	List all schema names in a data source.	✓	✓
read_data_source_schema	List all tables within a schema.	✓	✓
read_data_source_table_schema	Read a table's columns, types, and constraints (PKs, FKs, unique).	✓	✓
search_docs	Search Holistics documentation (AML, AQL, datasets, visualizations, etc.).	✓	✓
list_skills	List available automatic skills with their IDs and descriptions.	✓	✓
load_skill	Load the full content of a skill by ID.	✓	✓
fetch_org_context	Fetch AI context and instructions set by your organization.	✓	✓
fetch_context	Fetch a specific context chunk by ID.	✓	✓