MCP Quickstart

A basic MCP server from the Quickstart Guide, adapted for OpenAI's Chat Completions API.

GitHub

MCP Quickstart

Basic MCP server from the Model Context Protocol (MCP) Quickstart Guide adapted to work with the OpenAI chat completions and responses API's

Notes

  • MCP configuration 
    {
  "mcpServers": {
    "weather": {
      "command": "uv",
      "args": [
        "--directory",
        "<project_folder>",
        "run",
        "weather.py"
      ]
    }
  }
}
  • MCP inspector was very helpful in troubleshooting basic configuration issues 
    npx @modelcontextprotocol/inspector
  • Claude desktop works fine with this server
  • I was not able to make this server work in PyCharm > AI Assistant > Model Context Protocol (MCP)
    • Constantly getting MCP error -1: Connection closed
    • Increasing the timeout didn't help LLM-16647
    • Since JetBrains AI Assistant plugin version: 251.26094.80.11 getting Not Started - LLM-17338

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