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MikelA92
by MikelA92

get_field_values

Retrieve distinct values from a Metabase field to understand column data content and identify available options for analysis.

Instructions

🔍 [SAFE] Get distinct values for a field (useful for understanding what values exist in a column). May return many values for high-cardinality fields. Risk: None - read-only, but may return large results.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
fieldIdYesThe ID of the field

Implementation Reference

  • The primary handler function for the 'get_field_values' MCP tool. It validates the fieldId, fetches distinct values from the Metabase API endpoint `/api/field/${fieldId}/values`, limits display to first 100 values, and returns a formatted MCP response.
    async getFieldValues(fieldId) { Validators.validateFieldId(fieldId); this.logger.debug('Getting field values', { fieldId }); const values = await this.apiClient.makeRequest(`/api/field/${fieldId}/values`); const distinctValues = values.values || []; return { content: [ { type: 'text', text: `Field Values (ID: ${fieldId}): Total Distinct Values: ${distinctValues.length} ${distinctValues.length > 0 ? `Values:\n${distinctValues.slice(0, 100).join(', ')}${distinctValues.length > 100 ? `\n... and ${distinctValues.length - 100} more values` : ''}` : 'No values found'}`, }, ], }; }
  • The tool schema definition including name, description, and input validation schema requiring a single integer 'fieldId' parameter.
    { name: 'get_field_values', description: '🔍 [SAFE] Get distinct values for a field (useful for understanding what values exist in a column). May return many values for high-cardinality fields. Risk: None - read-only, but may return large results.', inputSchema: { type: 'object', properties: { fieldId: { type: 'integer', description: 'The ID of the field', minimum: 1, }, }, required: ['fieldId'], }, },
  • The tool dispatch/registration in the MCP server's executeTool method switch statement, which routes calls to the FieldHandlers.getFieldValues method.
    case 'get_field_values': return await this.fieldHandlers.getFieldValues(args.fieldId);

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