B2B OperationsMCP Servers2026

Northcrest MCP

An MCP server connecting CRM, billing, and inventory for an internal ops agent.

Client

Northcrest

Duration

6 weeks

Team

MCP architecture, backend, ops enablement

Outcome

5h/week saved per ops lead

The challenge

What needed to change.

Operations teams needed one safe way for an internal AI assistant to access CRM, billing, and inventory systems together.

Existing internal tools had inconsistent naming and weak visibility into who triggered what across the stack.

Any rollout needed strong auditability before operators would trust the assistant in production work.

Strategy & solution

The architecture, design system, and product choices that made the rest of the project possible.

01
Reduced the tool surface into a smaller, safer set of MCP actions aligned to real operator jobs.
02
Added clear permission boundaries, request tracing, and reviewable logs from the first version.
03
Built a supporting console so the ops team could test and inspect tool behavior without engineering involvement.
04
Scoped the first release around high-frequency operations questions where time savings would be obvious.

Build breakdown