You bought the agents. They still can't touch your CRM, your warehouse, or your internal tools. We build the Model Context Protocol layer that lets them operate your real systems - safely, and in production. Usually live in weeks.
The bottleneck in agentic adoption is rarely the model. It's the connective layer between an agent and the systems that run your company. That's exactly what MCP standardizes - and exactly where most teams stall.
Your data lives in a CRM, a warehouse, a dozen internal APIs. An agent can't touch any of it without a clean, governed interface - so it stays a chatbot.
Hand-wired connectors break, don't compose, and have to be rebuilt for every new model or workflow. There's no standard, so nothing carries forward.
The leap from "cool internal demo" to something with auth, logging, and guardrails is where projects quietly die. Agents need to be trusted with real actions.
They read records, trigger workflows, and complete tasks across your stack - the work, not a summary of the work.
Swap models or add new agents and they plug into the same MCP interface. No rebuilds, no integration debt.
Shipped with auth, scopes, logging, and rate limits - so it survives real usage instead of dying as a demo.
Clean, documented infrastructure your team owns. An open standard, not a dependency you rent from us.
We map where your work actually happens - the systems, the handoffs, the manual steps - and find the pipelines where an agent would compound the most value. You get a prioritized transition plan, whether or not you build with us.
Not every system should be exposed the same way. We design the MCP server's tool surface, resources, and access model around your real use cases - so agents get exactly the capabilities they need and nothing they shouldn't.
We build the server, wire it to your stack, and harden it - error handling, observability, rate limits, the unglamorous parts that decide whether it survives contact with real usage. Then it goes live behind your agents.
You get clean, documented infrastructure your team can own - or we stay on retainer to extend it as new pipelines come online. The goal is leverage you keep, not a dependency you rent.
Their product runs on a 65-agent lead-gen pipeline - Postgres, an event log, a router - and all of it was invisible to the agents building it. We built the MCP server that exposes that runtime safely: read-only DB queries, structured test runs, one-call pipeline traces, and step-replays against new code - each tool tagged by blast radius and capped by a spend budget. Now the agent inspects the live system, traces a bug to the exact file and line, fixes it, and verifies the fix against a real run - with no human pulling a single log.
Talk through a build like this →"I could see exactly what the running pipeline did - the columns at each node, which merge strategy fired, where a step actually failed - without leaving the editor or asking anyone to pull logs. I found two silent data-loss bugs, traced each to the line, fixed them, and confirmed the fix against a live run in the same session. What used to be a multi-day back-and-forth collapsed into one."
"We let an agent touch our production runtime and database, and I never lost sleep over it - read-only roles, scoped tools, spend caps, full logging. The handoff was clean: documented infra we own, not a black box."
Three ways in. Start with a clear-eyed audit, ship a production server, or transform a whole pipeline end to end. Scoped engagements, no open-ended retainers required.
A focused engagement to pinpoint where MCP unlocks the most value across your stack - and what it takes to get there.
We design, build, and deploy a production-grade MCP server for a defined system - the fastest way to put agents to work on something real.
A multi-system engagement to take an entire pipeline agentic - several servers, orchestration, and the consulting to make it stick.
Custom connectors are built per model and per use case, then rebuilt when either changes. MCP is an open standard: one server exposes your system once, and every current and future agent speaks to it the same way. The work compounds instead of expiring.
Exactly what you scope, and nothing more. We design the tool surface, auth, and permission model around your use cases, with logging on every call. You decide what an agent can read and do; it's auditable, revocable, and built to your security requirements.
You can - and after handoff you own everything we wrote, fully documented. We get you to production in weeks instead of quarters of trial and error, and your team learns the patterns from a working system rather than a blank page.
It's an open protocol, not a proprietary platform. We build to the standard and hand you the source. There's no lock-in to us and no black box - the server runs in your environment, on your terms.
A Transition Audit runs about two weeks from €3,500. A production Server Build is typically 3–5 weeks from €9,000. Every engagement is fixed-scope with the price agreed before we start - you see exactly what you're buying.
Book a 30-minute transition call. We'll look at one pipeline together and tell you, straight, whether MCP is worth it for you yet - no pitch, no obligation, and you keep the plan.