MCP Quickstart
About
A basic MCP server from the Quickstart Guide, adapted for OpenAI's Chat Completions API.
Details
- Author
- veysby
- Categories
- Developer Tools, Other, API
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Setup
Install MCP Quickstart in your MCP client (Claude Desktop, Cursor, Windsurf, and others).
Repository: https://github.com/veysby/mcp-quickstart
Follow the installation instructions in the repository README, then restart your MCP client.
Hands-on projects for understanding how to build applications usingModel Context Protocol (MCP).
A weather MCP server built from theofficial MCP Quickstart, extended with a custom Python MCP client that routes tool calls through theOpenAI Chat Completions and Responses APIs.
calculator/— MCP Server with Resources and Interactive UI
A calculator MCP server that demonstratesMCP resourcesandMCP Apps— an extension that renders an interactive HTML calculator widget directly inside Claude Desktop.
chatkit/— Chat Web App with MCP Backend
A full-stack chat application built onOpenAI ChatKit. The frontend is a React + Vite app; the backend is a FastAPI server that routes messages to MCP tool servers based on the selected composer mode.
- Echo mode— echoes user input back verbatim
- Weather mode— runs a LangChain agent backed by theweather/MCP server; tool calls (get_alerts,get_forecast) are streamed live to the UI as a workflow with per-step status indicators
See each subfolder'sREADME.mdfor setup and run instructions.
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