# Build MCP connections in days. Keep every one of them governed.

> Axiom studies the systems you already run, generates the MCP server for each, and ships it with least-privilege limits, approvals and an audit trail already attached. Governance is not added after the build; it is how the connection is generated.

## Why review effort should not grow with the number of connections

Every MCP server written by hand has to be reviewed on its own: what it can reach, what it can change, who approves. Review effort grows with the count. Axiom generates each server from a governed template, so only exceptions need a person. The page includes an interactive model with placeholder numbers; below the crossover point, hand-written servers are cheaper.

## A generated connector cannot go live on its own

Axiom writes the servers, so it secures its own output first: generated, sandboxed (read-only, sample data), diff reviewed by a named person, promoted as a version, then watched for drift. These stages are design goals pending confirmation in the pilot.

## Same protocol, different starting point

Compared with hand-written servers behind a generic gateway: a new connection starts from a described process with a least-privilege policy drafted alongside it; permissions default to read-only in a sandbox; a reviewer reads the policy and a diff, not source code; controls come as templates per business process; and each call leaves one record with role, rule, amount, approver and outcome. No vendor is named and no benchmark is claimed.

## Every call is secured

How each call is checked, limited and recorded is on the MCP security page: https://axiom.neoai.solutions/docs/mcp-security/

## Next step

Book a 20-minute architecture review: contact@neoai.solutions.


## Frequently Asked Questions

### How long does a connection take to build?

We have not published a time. The pilot measures how long it takes from a plain-English description to a first sandbox run on your system, and we report the number we measure.

### Who writes the connection to our old software?

Axiom drafts it from the way the system is used. It starts read-only in a sandbox on sample data, and a person on your side reviews the changes before anything is promoted. If a system cannot be reached safely, we say so before starting.

### Are generated connectors safe to run?

They are meant to start with the least access, need a named person to promote them, and run under the same checks, limits and audit trail as any other server. These stages are design goals, listed with their status on the security page.

### Does it work with Claude Desktop and Cursor?

Yes. Axiom presents itself as a standard MCP endpoint, so a client points at Axiom the way it would point at any MCP server.

### Do we need engineers to use it?

Someone on your side confirms what Axiom found and approves the first runs. You describe the process in plain words. Writing integration code is not part of that.


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Canonical URL: https://axiom.neoai.solutions/docs/build-mcp-servers/
Updated: 2026-10-26