MCP Quickstart Weather Server
Adapts the MCP server to work with OpenAI's chat completions and responses API
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@MCP Quickstart Weather Serverwhat's the forecast for New York this weekend?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
MCP Learning Projects
Hands-on projects for understanding how to build applications using Model Context Protocol (MCP).
Projects
weather/ — MCP Server + Custom Client
A weather MCP server built from the official MCP Quickstart, extended with a custom Python MCP client that routes tool calls through the OpenAI Chat Completions and Responses APIs.
calculator/ — MCP Server with Resources and Interactive UI
A calculator MCP server that demonstrates MCP resources and MCP Apps — an extension that renders an interactive HTML calculator widget directly inside Claude Desktop.
Requirements
Python 3.13+ and
uvClaude Desktop (for MCP Apps UI in the calculator project)
OpenAI API key (for the weather client)
See each subfolder's README.md for setup and run instructions.
Resources
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