AI assistants
Tools

Tools

Eleven tools, in three groups.

Discovery

ToolWhat it does
list_catalogsCatalogs available to you, with table counts and sizes
list_schemasSchemas in one catalog
list_tablesTables in a schema, with row counts, sizes and formats
describe_tableColumns, per-column statistics, and up to 10 sample rows
get_table_semanticsWhat a table's columns mean — see Column meanings

Query

ToolWhat it does
estimate_query_costPlans and prices SQL without running it
execute_queryRuns SQL and returns rows

Long-running work

ToolWhat it does
get_query_statusState, progress and error for a submitted query
get_query_resultsPages a completed query's stored result
cancel_queryCancels a queued or running query and refunds its reserved budget
export_query_resultsWrites the full result to Parquet or CSV, returns a time-limited link

Annotations

Every tool declares a title and three hints, so a client can tell a metadata lookup from a statement that could modify data:

ToolreadOnlydestructiveopenWorld
list_catalogs✔✘false
list_schemas / list_tables / describe_table✔✘true
get_table_semantics✔✘false
estimate_query_cost✔✘true
execute_query✘truetrue
get_query_status / get_query_results✔✘false
cancel_query / export_query_results✘✘false

openWorld is true for anything that reaches a customer-registered system, false for tools that only touch Thunderduck's own registry, stored results or annotations. execute_query is marked destructive because a write-scoped token can run DELETE, DROP and ALTER — the annotation describes what the tool can do for its most privileged caller, not what a typical call does.