AI that works inside your systems – not just talks about them.
Your employees describe what needs to happen in natural language – the AI carries out the action in your ERP, CRM or line-of-business application. What makes this possible is an MCP server: a thin, controlled layer between the AI and your systems. We build these servers tailor-made for your existing infrastructure – no migration, no vendor lock-in:
We build MCP servers for your existing systems – ERP, CRM, accounting, document management or industry-specific line-of-business applications. Your employees interact in natural language, and the AI carries out the actions securely within your systems. Built with the MCP SDK in TypeScript/Node.js or Python.
We connect REST and GraphQL APIs, databases, file systems and legacy systems, so that your existing investments become AI-ready – without migration. The Model Context Protocol is an open standard now backed by several major providers. That means you are not tied to any single AI product.
An MCP server decides what the AI may and may not do. We define permissions, keep sensitive actions under human approval and log what gets executed. This keeps it traceable at all times who triggered what.
Which processes benefit most from AI automation? We identify the workflows with the greatest leverage and build a working prototype within a few days, so you can judge the value first-hand.
If you wish, we run your MCP server where your data lives – locally or in your own infrastructure. We maintain it throughout the entire life cycle and extend it as new systems or use cases come along.
Why Milk Interactive?
We use our own MCP servers every day in our project work – from the quote to time tracking. What we offer, we run ourselves.
Native app development, backend systems, AI integration: we understand the whole stack, not just the AI layer. An MCP server is only as good as its connection to your systems – and that is exactly where our experience lies.
Sensitive business data stays under your control. Your MCP server runs locally or in your infrastructure, with no data flowing to third parties in an uncontrolled way.
How we at Milk Interactive work:
We listen. You tell us your wishes and sticking points.
We ask questions and find out the essence of your project.
Together with you, we work out which processes make the most sense to automate.
We build a prototype so you can judge the value early, then develop it further in an agile and iterative way.
We test and document, so that everything runs reliably and no expertise is lost.
We put your MCP server into operation where your data lives.
We remain at your side – for new integrations and any adjustments that may be required. Throughout the entire life cycle.