Resources / Guide · AI & Governance
Guide · AI & Governance

MCP Connect: Governed AI Access to Your Origination Data

Your team wants to ask questions of your origination data using the AI assistants they already use. Here is how to enable that safely — read-only, audited, and PII-masked.

90%Net Promoter Score (Nov 2024)
$10KAvg. new deposits / account (Capitol CU)
97.6%Manual steps automated (Nutmeg State FCU)
~30 daysAccount opening live (Blue FCU)
By the Cotribute team · Updated July 2026 · 6 min read

Quick answer

MCP Connect gives your team governed, read-only AI access to Cotribute origination data from the assistants they already use — every query audited with 7-year retention and PII masked by default. It starts with a Starter tier included with AI Growth Agents, so you can enable AI-assisted analytics without exposing member data.

Your operations, marketing, and risk teams increasingly want to ask questions of your origination data in plain language — using the AI assistants they already work in. The challenge is doing that without exposing member data or losing an audit trail. That is exactly what governed AI access is for.

What MCP Connect does

  • Read-only queries against your origination data — no write access in v1.0.
  • PII masked by default, so sensitive fields are protected.
  • Every query audited, with 7-year retention.
  • Works from the AI assistants your team already uses.

Why governance is the point

Regulators are making third-party and AI risk an examination priority. ‘Read-only, audited, PII-masked by default’ is not a marketing line — it is the answer your compliance team needs when the examiner asks where your data goes and who can see it.

How it is priced

TierPriceBest for
Starter$0 — included with AI Growth AgentsTeams starting with AI-assisted analytics
Plus$9,600/yrInstitutions expanding AI-assisted analytics
EnterpriseCustomLarger institutions with custom governance needs

Start governed from day one

Because the Starter tier is included with AI Growth Agents, you can give your team AI-assisted access to origination data with governance built in — not bolted on later.

Frequently asked questions

What is Cotribute MCP Connect?

MCP Connect gives your team governed, read-only AI access to your Cotribute origination data from the AI assistants they already use — with every query audited (7-year retention) and PII masked by default.

Is member data exposed to public AI models?

No. MCP Connect is read-only with PII masked by default and full query auditing, designed so member data is not exposed to public models.

How much does MCP Connect cost?

The Starter tier is $0 and included with AI Growth Agents; Plus is $9,600/yr for expanded analytics; Enterprise is custom for larger institutions with tailored governance needs.

Will examiners be comfortable with it?

It is built for that conversation: read-only access, PII masking by default, and a complete audit trail with 7-year retention give your compliance team clear answers on data access and use.

See it working on your core

Get a guided walkthrough of the 90+ account-opening and lending templates already running on cores like yours, and bring your numbers to a 30-minute conversation.

Book a live demo   Talk with us