AI Agents & MCP Development

AI becomes useful when it can act, not just answer. We design and build AI agents and Model Context Protocol (MCP) connectors that give AI models controlled access to your real systems: your ERP, CRM, ecommerce platform, databases, internal tools and documents.

Every agent is scoped to a concrete business task, with clear permissions, logging and human approval where it matters. We define the tools the agent can call, the data it can read or write, and the guardrails that keep it inside policy.

What we deliver

• Agent design: task definition, tool selection, evaluation criteria
• Custom MCP servers exposing your systems as safe, typed tools
• Integration with ChatGPT, Claude and internal assistants
• Access control, audit logging and monitoring
• Testing, rollout and team enablement