Web development · Business automation · AI

OTON · Digital solutions

MCP Development for AI Systems

We connect AI to approved tools and data through a controlled MCP boundary with explicit permissions and actions.

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MCP Development for AI Systems

Connecting AI to systems through MCP

MCP describes which tools and data an AI workflow may use. We connect AI to systems so actions, permissions and parameters are explicit rather than hidden in free-form chat.

What we need to start

We need the system list, permitted operations, access roles, test data and a process owner. We verify which APIs and accounts are available to the customer.

Deliverables and limits

We deliver the agreed MCP server or adapter, tool descriptions, error handling and test scenarios. Licences, tariffs and availability of external AI/API providers are not included and must be checked before contract.

Common question

Can AI receive unrestricted access? No. Access is limited to agreed tools and permissions.

Let’s get started

Have a task? Let’s discuss it.

You do not need a finished brief. Tell us your idea in your own words — we will help with the rest.

Sole proprietor Egorov A.R.Kyrgyzstan, 33 Fere Street

Let’s discuss your project

Tell us what you need. We will help you choose the right solution.

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No obligation. We start by understanding your task.