sourcetomcp

Connect your marketing data to AI agents.

sourcetomcp gives your agents governed, real-time access to your entire marketing, product and finance stack, with metrics and joins already figured out. Ask in plain language, get answers you can trust.

conduit
The superpower

Your agent already knows what a customer is.

Raw API access is not enough. sourcetomcp ships your metric definitions, entity joins and business logic to the agent, so a question about revenue means the same thing it means to your finance team. No hallucinated SQL, no guessed schemas.

What was revenue last month, split by channel?Calculate CAC by acquisition channel this quarter.How many signups came from the launch campaign?Show blended ROAS across Meta and Google Ads.Which landing pages convert best on mobile?Compare MRR growth to ad spend, week over week.What was revenue last month, split by channel?Calculate CAC by acquisition channel this quarter.How many signups came from the launch campaign?Show blended ROAS across Meta and Google Ads.Which landing pages convert best on mobile?Compare MRR growth to ad spend, week over week.
See it work

Ask a question. Watch the joins happen.

conduit · agent session live
What was revenue last month, split by channel?
resolved 4 entities · joined 3 sources
select channel, sum(net) from revenue where month = '2026-06'
$335,400
June 2026 · net revenue · +18% vs May
Direct
$148k
Paid search
$92k
Meta ads
$61k
Referral
$34k
Integrations

Bring the stack you already use.

One-click connectors for the tools your team runs on. New sources land every week, and custom warehouses take minutes.

Stripe
Google Analytics
Meta Ads
Google Ads
HubSpot
PostHog
Mixpanel
Amplitude
Google Search Console
Google Sheets
Intercom
Snowflake
Pinterest Ads
TikTok Ads

+ Postgres, MySQL, BigQuery, Redshift and any warehouse over MCP

The platform

Built for teams that put agents into production.

Adaptive learning

sourcetomcp learns your team's conventions, metric definitions and naming, then keeps them consistent across every agent and every question.

revenue = net − refundscustomer = unique(email)MQL → SQL → wonspend joins by utm

Secure by default

Credentials are encrypted and scoped per source. Agents get exactly the access you grant, and nothing they shouldn't see ever leaves your warehouse.

Scoped tokensRow-level rulesSOC 2 ready

Dashboards & debugging

Every answer shows its work: the query, the joins and the sources. Pin results to a dashboard in one click.

Cross-platform joins

Blend ad spend, product events and revenue in a single question. The joins are pre-modelled, so answers line up.

Full audit log

Every prompt, query and result is logged and exportable. Prove exactly what your agents saw and did.

Give your agents data they can't get wrong.

Connect your first source in minutes. No credit card, no data leaves your control.