# MCP tool list

> List of tools Holistics MCP Server makes available to your external AI apps

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

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