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AIIntegrationMCP

Internal MCP servers for a shipping company

Internal Model Context Protocol (MCP) servers that connect a shipping company’s bespoke systems to AI, for easier management and connectivity.

The problem

The company runs bespoke systems that AI tools could not talk to directly. Without a standard interface, every connection would need its own custom integration work.

What Evoloop built

  • Internal MCP servers that give AI tools access to the company’s bespoke systems
  • A standard protocol layer, so tools connect the same way rather than through one-off integrations
  • Connections designed for easier management and connectivity across the company’s systems

How it runs

  • The MCP servers sit between the company’s bespoke systems and the AI tools that use them
  • AI tools connect over the Model Context Protocol, a standard interface for giving AI access to systems and data
  • The servers are internal to the company

Stack

MCP

Where it is now

Delivered as a client engagement.