Temporal Cohort Bucketing And Aggregation

via “time-series aggregation and bucketing helpers”

** - Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.

Unique: Encapsulates Hydrolix temporal function syntax (DATE_TRUNC, INTERVAL) into reusable MCP tools, allowing LLMs to compose time-series queries without learning Hydrolix SQL dialect

vs others: Provides higher-level temporal abstractions than raw SQL generation, reducing LLM reasoning complexity for common time-series patterns