io.github.us-all/dbt
dbt MCP — manifest/run_results/sources/catalog parsing + DQ result tables (BigQuery/Postgres)
Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.
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DBT_PROJECT_DIRPath to dbt project root (where dbt_project.yml lives).
DBT_TARGET_DIRdbt target dir for manifest.json/run_results.json (default: $DBT_PROJECT_DIR/target).
DBT_RUN_HISTORY_DIROptional dir for archived run_results.json history (glob-scanned).
DQ_BACKENDDQ result table backend: 'bigquery' (default) or 'postgres'.
DQ_RESULTS_TABLEFully qualified DQ checks table, e.g. 'project.data_ops.quality_checks'.
DQ_SCORE_TABLEFully qualified DQ score-daily table, e.g. 'project.data_ops.quality_score_daily'.
GOOGLE_APPLICATION_CREDENTIALSService account key path for BigQuery (ADC fallback supported).
BQ_PROJECT_IDExplicit BigQuery project ID for DQ queries.
PG_CONNECTION_STRINGPostgres connection string when DQ_BACKEND=postgres.
DBT_ALLOW_WRITEReserved for future write tools. Default read-only.
DQ_SCHEMADQ result-table schema preset: 'generic' (default) or 'us-all'. Use DQ_COL_* env vars to override individual columns on top of the preset.
DQ_COL_RUN_ATOverride for the timestamp/date column on the DQ checks table. Default depends on DQ_SCHEMA preset.
DQ_COL_CHECK_TYPEOverride for the check-type column on the DQ checks table. Default 'check_type'.
DQ_COL_STATUSOverride for the status column on the DQ checks table. Default 'status'.
DQ_COL_DATASETOverride for the dataset/source column on the DQ checks table. Default depends on preset.
DQ_COL_TABLE_NAMEOverride for the table/target-name column on the DQ checks table. Default depends on preset.
DQ_COL_SEVERITYOverride for the severity/dimension column on the DQ checks table. Default depends on preset.
DQ_COL_FAILURE_COUNTOverride for the numeric failure-count column on the DQ checks table. Default depends on preset.
DQ_COL_MESSAGEOverride for the message column on the DQ checks table. Default depends on preset.
DQ_COL_CHECK_NAMEOverride for the check_name column on the DQ checks table. Set to 'none'/'null'/'-' to synthesize check_name from check_type and table_name.
DQ_COL_SCORE_DATEOverride for the date column on the DQ score-daily table. Default depends on preset.
DQ_COL_SCOPEOverride for the scope column on the DQ score-daily table. Set to 'none'/'null'/'-' if the table has no per-scope rollup.
DQ_COL_TIEROverride for the tier column on the DQ score-daily table. Set to 'none'/'null'/'-' if the table has no tier dimension.
DQ_TIER1_TARGET_PCTWhen no tier column is configured (us-all preset or DQ_COL_TIER=none), the overall_score threshold dq-tier-status compares against (default 99.5). Superseded by DBT_SLA_CONFIG_PATH tier_sla.1 if both are set.
DBT_SLA_CONFIG_PATHOptional path to a YAML file that defines tier_sla (per-tier overall_score targets) and dbt_sla (test/freshness pass rates). When set, dq-tier-status and dq-tier-by-source read tier targets from this file, and dbt-sla-status compares run_results / sources pass rates against dbt_sla.test_pass_pct / freshness_pass_pct. Mtime cached.
DBT_TOOLSComma-separated category allowlist (dbt,quality,meta).
DBT_DISABLEComma-separated category disablelist.
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