BETA DOCUMENTATION

ANALYTICS, WITH BOUNDARIES.

A preview of the tools your MCP-compatible AI client can use. Production connection details will be provided with beta access.

THE TOOL SEQUENCE

list_data_sources discovers available sources.

search_schema maps your question to fields.

describe_fields checks types and suitability.

run_analysis executes a validated method.

ILLUSTRATIVE REQUEST · NOT FINAL API DOCUMENTATION

{
  "analysis_goal": "DESCRIBE",
  "source_id": "demo",
  "object_name": "customers",
  "dependent_variable": "annual_revenue",
  "independent_variable": "tenure_months",
  "method": "OLS"
}

SUPPORTED METHODS

OLS regression, binary logistic regression, Welch’s t-test, one-way ANOVA, and chi-square testing. Each method has explicit sample, field, and interpretation constraints.

EVIDENCE GUARDRAILS

Missing fields, unsuitable variables, or insufficient samples stop an analysis. A nonsignificant result does not prove there is no effect. A significant association does not prove causation.

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