Discovery and Architecture
We map your existing systems, APIs, and data sources to identify where MCP integration will deliver the greatest impact.
Connect Your Business Systems to the AI-Powered Future
Discuss MCP Integration
The Model Context Protocol (MCP) has rapidly become the universal standard for connecting AI agents to real-world business systems, adopted by every major AI platform including OpenAI, Google, Microsoft and Anthropic. At Appoly, we build custom MCP servers that let AI work securely with your existing tools, databases and APIs, without replacing what already works.
Think of MCP as the USB-C of artificial intelligence. Just as USB-C provides a single, universal connection for any device, MCP provides a single, standardised way for any AI model to connect to any data source or tool. Before MCP, every AI integration required custom-built connectors. Now, one well-built MCP server can expose your business capabilities to any AI platform, current or future.
Most organisations already have the systems they need. The challenge is not replacing these systems but making them accessible to AI in a secure, governed way.
Query your databases and internal systems using natural language, removing the need for technical expertise to access business data.
Execute actions across multiple platforms in a single workflow, eliminating manual copy-paste between systems.
Access real-time data rather than relying on static training datasets, ensuring AI decisions are based on current information.
Operate within your existing security and permissions framework, maintaining governance without creating new attack surfaces.
We map your existing systems, APIs, and data sources to identify where MCP integration will deliver the greatest impact.
Our team builds production-grade MCP servers tailored to your business systems, exposing precisely the capabilities your AI agents need.
Every server includes comprehensive audit logging, granular permission controls, and authentication integration with a read-only-first approach.
We rigorously test every tool call, edge case, and failure mode. Our servers include proper error handling, rate limiting, and monitoring.
MCP is a rapidly evolving standard. We keep your servers updated as the protocol advances, ensuring compatibility with new AI platforms.
Connect AI agents to your internal documentation, wikis, and knowledge bases so teams can find answers instantly without searching across multiple platforms.
Build MCP servers that give AI agents secure access to your CRM, order management, and support systems for intelligent, context-aware customer interactions.
Let AI agents pull real-time data from IoT sensors, logistics platforms, or financial systems to surface insights and trigger automated workflows.
Create MCP servers that span multiple business systems, allowing AI agents to coordinate complex processes across several platforms.
We are one of the first UK agencies to deliver production MCP integrations for enterprise clients. Our experience spans healthcare, logistics, agriculture, and financial services — sectors where security, compliance, and reliability are non-negotiable. We do not just understand the protocol. We understand the business problems it solves.