Developer Wraps RAG Agent in MCP Server for AI Tool Interoperability

A developer built a custom MCP server exposing four tool categories including a RAG agent for company policy queries. The server uses FastMCP to register tools like calculator, employee leave lookup, and ticket information. Challenges included handling network boundaries and failure modes when the RAG service runs as a separate FastAPI process.