Onboard your whole warehouse in one prompt
Point the MCP at a warehouse and it discovers the tables, onboards them, and generates a data contract for each one. You get checks across hundreds of datasets without writing them by hand.
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Contract AutopilotRESULTS:121
DATASET
VERSION
CHECKS
ANOMALIES i
fct_orders
warehouse / analytics / core
v4
✓19✕1
!1
dim_customers
warehouse / analytics / core
v4
✓19✕2
✓0
stg_stripe_payments
warehouse / staging / stripe
v4
✓24✕2
✓0
mart_revenue_daily
warehouse / marts / finance
v4
✓9
✓0
raw_clickstream_events
lake / raw / web
v4
✓18
✓0
user_identity_graph
warehouse / analytics / identity
v4
✓13
✓0
subscription_ledger
warehouse / marts / billing
v4
✓7
✓0
product_catalog
warehouse / core / product
v4
✓29
!1
session_attribution
warehouse / analytics / marketing
v4
✓6
✓0
inventory_snapshots
warehouse / ops / inventory
v4
✓20
!4
churn_signals
warehouse / ml / features
v4
✓17✕2
✓0
ad_spend_rollup
warehouse / marts / marketing
v4
✓8
✓0
support_tickets
warehouse / staging / zendesk
v4
✓9
!1
nps_responses
warehouse / analytics / cx
v4
✓10✕3
✓0
fct_orders
warehouse / analytics / core
v4
✓21
✓0
dim_customers
warehouse / analytics / core
v4
✓17
✓0
stg_stripe_payments
warehouse / staging / stripe
v4
✓15
✓0
mart_revenue_daily
warehouse / marts / finance
v4
✓4✕3
✓0
raw_clickstream_events
lake / raw / web
v4
✓27
✓0
user_identity_graph
warehouse / analytics / identity
v4
✓24
!2
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Ask why a check failed
When a check fails, ask what happened. The MCP reads the scan logs, pulls the failing rows from your diagnostics warehouse, and helps you find the cause. You can open and update the incident in the same conversation.
Turn business rules into checks
Give the MCP a PDF, a spec, or a policy document and it drafts the checks that enforce those rules, then publishes them to the right contract.
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PDF
Follow these standards and draft the checks for all our datasets.
Bring data quality into your AI workflow.
The Soda MCP exposes more than 70 tools that cover your whole Soda Cloud: datasets, contracts, checks, monitors, scans, incidents, attributes, data sources, and secrets.
