Walk into any expert firm today, whether in accounting, tax, insurance, HR or legal, and you’ll still see professionals manually moving data between systems. It’s routine. And it’s broken.
Most firms want to use AI to fix this. But their systems aren’t connected. Cloud CRMs, on-premises software, unstructured internal databases, custom legacy tools – none of them speak the same language. So, the work stays manual. And AI, at best, becomes a siloed assistant. One tool per system, with no real coordination.
That’s what we’ve fixed. Today we’re launching our MCP Agent, a new Ravical agent that connects AI to your software stack automatically. The solution is not another data silo or data lake, but rather a way for AI to interact directly with each system. No dev work on your side, no custom integrations, and no delays.
The MCP Agent is an AI agent that automatically creates “Model Context Protocol” servers (MCPs). These act like translators between an agent and a software system. They let the agent “speak” to the system in plain language – reading data, triggering workflows, and updating records, just like a human would.
What makes this powerful is its ability to work with both modern and legacy tools. MCPs replace the need for development projects to integrate APIs, plugins or custom data connections. It's built by AI for AI, meaning your agents can start working across your existing technology stack, including on-premises or sector-specific software, without long integration projects.
With the MCP Agent, Ravical now automates the generation of these connections. That means your firm can connect its tools in hours, not months.
We’ve already seen this working in practice. Our MCPs are now powering real workflows at firms across Europe – from claims processing in insurance, to accounting and compliance, to back-office operations across HR and finance.
By automating data movement between tools, agents can now complete full workflows end-to-end. Work that used to take teams of people is now done autonomously, with full traceability and context. The result is not just time saved, but error reduction and more meaningful human work.
Together with our Inbox Agent, this is just the beginning. The MCP Agent introduces the next step in the Ravical platform – a foundation for expert firms to manage, coordinate and work with agents in a way that is transparent, reliable and fully under control.
Calls, video meetings and instant messages all carry vital context. Ravical brings these threads together, along with data from every other system you use, so agents can see the full picture and act with precision.
Becoming an AI-first firm means scaling faster, onboarding more easily, surfacing knowledge when it matters and freeing your team to focus on what they do best. Ravical makes that shift possible, across your entire organisation.