This repository provides reference implementations of OpenAPI-based tool servers enabling developers to securely integrate external tools and data sources into LLM agents and workflows. It offers FastAPI-based examples in the servers directory that follow the OpenAPI specification standard, eliminating the need for proprietary protocols when building agent tooling.