Services

MCP

Model Context Protocol: expose your APIs, databases and workflows as typed tools that AI assistants can call reliably.

MCPProtocol native
ToolsStructured APIs
ContextRich data
Overview

Give AI structured access to what your business already does.

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.

MCPServer development
ToolsCustom builders
AgentsReady connectors
MCP capabilities

What we build with Model Context Protocol.

01

MCP server development

Custom MCP servers exposing your business logic as typed, discoverable tools, with schema design, authentication and error handling.

02

Data source connectors

Secure connections from AI context to databases, file systems, APIs and internal services through MCP channels.

03

Agent orchestration

Multi-agent setups where specialised agents collaborate via MCP tools to complete workflows across departments.

04

Ecosystem integration

Connect MCP servers to Claude Desktop, ChatGPT, internal copilots and custom agent platforms.

MCP adoption path

Start with one tool, grow from there.

Pick a high-value use case, prove the pattern works, then expand your tool library across the organisation.

01Identify use cases
02Build MCP servers
03Connect agents
04Scale tool library
What it means

Model Context Protocol explained.

A standard way to give AI reliable access to your business capabilities.

Tools, not prompts

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.

AI AgentMCP ServerAPIDBFiles

Build once, connect everywhere

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.

MCP ServerClaudeChatGPTCopilotCRMAPIDB
TypedTool schemas
SecureAuth per tool
ReusableCross-platform
Operations

Order lookup tool

Agents check order status, shipping and inventory through a single MCP tool with role-based access.

Finance

Report runner

Scheduled and on-demand reports exposed as MCP tools for AI-driven analysis workflows.

IT

Ticket actions

Create, update and close tickets in your service desk through structured MCP commands.

Legal

Matter search

Search matter databases and return structured results for AI-assisted research workflows.