The model context protocol (MCP) is being treated as a detail for the attention of developers in many industrial software conversations.
It isn’t. It is a distribution shift hiding in plain sight.
A spare‑parts marketplace recently made this shift clear to us.
They didn’t launch a new optimizer or redesign their UI. They simply took the interface out of the loop.
Instead of logging in and stepping through a quoting workflow, customers drop in a drawing and get options, timelines, and pricing back through an AI assistant. No navigation needed. Just a request, and a result.
The feature wasn’t new, but the user behavior was. Users stopped “using” the product in the traditional sense. They stopped navigating it and started invoking it.
That is what MCP, the Model Context Protocol, makes scalable.
It gives AI agents a standard way to talk to software systems, data, and workflows.
To an agent, an application is not a set of screens. It is a set of verbs: generate, schedule, quote part, simulate downtime, approve exception.
Once those verbs are exposed through a common protocol, any compatible agent can discover and call them from wherever the user already works.
Industrial software is especially exposed to this change.
The true value in these products has always lived below the UI: schedulers, planners, rules engines, optimization logic, anomaly detectors. The interface is a wrapper around the part that actually matters.
When agents can hit that layer directly, the wrapper stops being the primary entry point. The product becomes infrastructure, whether the vendor is ready for that or not.
This is why treating MCP as “just another API standard” is dangerous.
APIs made systems connectable. They did not decide who got the traffic. MCP pushes software into a world where agents route demand dynamically across tools. Adoption no longer has to start with a user choosing a dashboard; it can start with an agent choosing a function.
In that world, the interesting industrial companies are not the ones that merely add MCP support. They are the ones structurally built for a reality where agents, not people, are often the first and most important users.
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Momenta is the leading Industrial Impact® venture capital firm, accelerating industrial innovators across energy, manufacturing, smart spaces, and the supply chain. Our team of deep industry operators has helped scale industry leaders and innovators to improve critical industries, the environment, and people's quality of life for over a decade. PitchBook has ranked Momenta as one of the ten best-performing venture capital firms for 2023 in its prestigious Global Manager Performance Score League Tables, and the firm is the only European-headquartered VC to secure a Top 10 spot on the list. For more information please visit http://www.momenta.one.
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