MCP server and integrations

MCP server for business: AI agents that work inside your systems

An AI agent is only as useful as the systems it can reach. We set up MCP servers that give AI controlled access to your ERP, CRM, warehouse, email and documents, and we adapt those systems to work with agents. Reads within permissions, writes after human approval.

65 min technical consultationQuote in writingNo commitment
An AI agent reaches the company's systems (ERP, CRM, warehouse, email, documents, calendar) only through the MCP server, which checks permissions on every call; writes wait for human approval.

What is an MCP server

MCP (Model Context Protocol) is an open standard that AI models such as Claude or ChatGPT use to connect to external systems. An MCP server gives the agent specific tools, for example "check stock", "show the customer's order history" or "draft an invoice", and controls what the agent may do. So the AI doesn't guess or copy data off a screen: it works on your company's real data, within the limits you set.

The agent at work

Pick a task and see which tools the agent uses, what it may do on its own and what waits for your approval.

Agent at work · sample dataMCP server

Pick a task for the agent

  1. The agent is waiting for a task.

The agent only sees the tools we give it. Reads run straight away; writes wait for a person.

How we roll out an MCP server

  1. Map of systems and operations

    We look at the systems your team works in and the operations repeated every day: stock checks, quotes, orders, complaints, reports.

  2. Tool and permission design

    We define the tools the agent gets and, for each one, the permission level: read, write with approval, or no access.

  3. Build and integration

    We set up the MCP server, connect it to your systems and to the AI tools your team uses. Where a system isn't ready to work with an agent, we adapt it.

  4. Testing, logging and support

    We test the agent on real tasks, and every call goes into the log. We extend the toolset as the team starts using it.

What you get

An MCP server for your systems

A single AI access point to ERP, CRM, warehouse, email, calendar and documents. On your infrastructure or in the cloud.

System integration

We connect systems that don't talk to each other today, so the agent sees the full picture: order, stock, delivery and customer correspondence.

AI agents for operations

Agents that prepare quotes, check stock, handle complaints and reports, using the MCP server's tools.

Permissions and audit

Each tool has its own access level, write operations need approval, and every call is logged with who did it and why.

Integrating systems for AI agents

Most business systems were designed for people clicking through windows, not for AI. That's why simply connecting a model to a database is a bad idea. We build a layer of tools with clear names and parameters, data validation and limits, so the agent can carry out operations predictably and the source system stays intact.

MCP server security

The agent only gets the tools it needs for the task. Operations that change data, such as issuing a document or changing an order, go through human approval. Access is authenticated, and a full log lets you trace every decision. Details are described in the documentation handed over at rollout.

How much does an MCP server cost

Cost depends on the number of systems, the number and complexity of tools, and whether the agent only reads data or writes it too. You get a written quote after the consultation, with the tool list and timeline.

Frequently asked questions

What is an MCP server?

It's a service that gives AI models tools to work with your systems using the Model Context Protocol standard. The agent can use them, but only within the permissions granted.

Which AI tools work with an MCP server?

MCP is supported by Claude and ChatGPT, among others, and by many developer tools. One server can serve several of them.

Can the agent break something in the ERP?

We design the tools so that write operations require human approval and pass validation. The agent never gets direct access to the database.

Is our system suitable for integration?

We check that during the consultation. We have already integrated ERP and CRM systems popular in Poland, including older ones without a modern API.

Can the MCP server run on our own server?

Yes. The MCP server can run on your infrastructure, and combined with an AI cluster the agent's entire work can stay inside the company.

Data security: nine principles we follow on every project.How we protect data

Let's see what an agent could take over

Show us your systems and three operations your team does every day. In 65 minutes we'll tell you which tools the agent should get and where to start.

Book a free consultation