MCP server development
Custom MCP servers exposing your business logic as typed, discoverable tools, with schema design, authentication and error handling.
Model Context Protocol: expose your APIs, databases and workflows as typed tools that AI assistants can call reliably.
Model Context Protocol (MCP) is an open standard for exposing business capabilities as structured tools that AI assistants and agents can discover and call reliably. Instead of brittle prompt hacks, your APIs, databases and workflows become typed, documented tools in an MCP ecosystem.
We build MCP servers that wrap your existing services, define tool schemas, handle authentication and connect them to Claude, ChatGPT, custom agents and internal AI platforms.
MCP turns AI from a conversational interface into something that can actually execute business actions: look up records, create tickets, run reports and trigger approvals.
Custom MCP servers exposing your business logic as typed, discoverable tools, with schema design, authentication and error handling.
Secure connections from AI context to databases, file systems, APIs and internal services through MCP channels.
Multi-agent setups where specialised agents collaborate via MCP tools to complete workflows across departments.
Connect MCP servers to Claude Desktop, ChatGPT, internal copilots and custom agent platforms.
Pick a high-value use case, prove the pattern works, then expand your tool library across the organisation.
A standard way to give AI reliable access to your business capabilities.
Without MCP, connecting AI to business systems means fragile custom prompts and one-off scripts. MCP defines a standard interface: tools with names, parameters and return types that any compatible agent can discover and call.
Your CRM lookup, database query or report generator becomes a reusable tool in the MCP ecosystem.
An MCP server you build today can be used by Claude, ChatGPT, internal copilots and custom agents tomorrow. The investment in tool design pays off across platforms.
Agents check order status, shipping and inventory through a single MCP tool with role-based access.
Scheduled and on-demand reports exposed as MCP tools for AI-driven analysis workflows.
Create, update and close tickets in your service desk through structured MCP commands.
Search matter databases and return structured results for AI-assisted research workflows.