MCP Server & Client w/ Azure OpenAI & OpenAI
A minimal server/client application implementation utilizing the Model Context Protocol (MCP) and Azure OpenAI.
- The MCP server is built with
FastMCP. Playwrightis an an open source, end to end testing framework by Microsoft for testing your modern web applications.- The MCP response about tools will be converted to the OpenAI function calling format.
- The bridge that converts the MCP server response to the OpenAI function calling format customises the
MCP-LLM Bridgeimplementation. - To ensure a stable connection, the server object is passed directly into the bridge.
- The
client_bridgesupports both in-process and external (stdio) MCP server connections, enabling reuse by different clients (e.g., Claude Code, VS Code, custom scripts).
- The MCP server is built with
Model Context Protocol (MCP)
Model Context Protocol (MCP) MCP (Model Context Protocol) is an open protocol that enables secure, controlled interactions between AI applications and local or remote resources.
