Model Context Protocol (MCP)
Model Context Protocol is an open standard that lets an AI agent connect to tools and data through one shared interface.
What it means in practice
You build a tool integration once as an MCP server and any compatible agent can use it, which makes it work like USB for AI.
Marshall Tech maps the highest-value tools, confirms the APIs exist, builds a small MCP server with authentication and logging, then connects one agent workflow before expanding.
Where this shows up in our work
We apply Model Context Protocol across these services when we build for Australian businesses.
See our services- AI Delivery
- Custom Software
See it in practice
- MCP Explained: What Model Context Protocol Means for Your Business
- On Model Context Protocol adoption
- SportsBlock: custom platform build and AI integration
- AI Agents Explained: What Australian Businesses Need to Know in 2026
- AI agent
- AI guardrails
- Fractional CTO
- Nick Hugh
- On API-first architecture enabling AI
- AEO Explained: Answer Engine Optimisation for Business Websites
- AI Delivery
- AI Readiness Assessment Checklist for Australian Businesses
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