Reference architectures
AI agent with MCP servers
An agent that reaches its tools through the Model Context Protocol, one server per system.
The Model Context Protocol gives an agent a standard way to discover and call tools. In this architecture the agent talks to one MCP server per backend system: code, tickets and data. Each server holds its own credentials and exposes only what the agent may do, for example read-only access to the database. The LLM decides which tool to call; the conversation state lives in short-term memory. Swap in your own servers to document what your agent can touch.
