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mcp-chatgpt-responses

MCP.Pizza Chef: billster45

The mcp-chatgpt-responses server provides seamless access to OpenAI's ChatGPT API, integrating the Responses API for automatic conversation state management. It supports customizable parameters like model versions and temperature, enables multi-model dialogues (e.g., ChatGPT and Claude), and includes web search for real-time information retrieval. Designed for use with Claude Desktop, it allows users to leverage their own OpenAI API keys for flexible, up-to-date conversational AI workflows.

Use This MCP server To

Enable ChatGPT API access within Claude Desktop environment Manage multi-turn conversations automatically with Responses API Configure ChatGPT model parameters like temperature and version Facilitate dialogues between ChatGPT and Claude models Incorporate web search results into ChatGPT responses Use personal OpenAI API keys for secure access Support real-time, context-aware AI conversations Integrate ChatGPT responses into custom AI workflows

README

MCP ChatGPT Server

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This MCP server allows you to access OpenAI's ChatGPT API directly from Claude Desktop.

📝 Read about why I built this project: I Built an AI That Talks to Other AIs: Demystifying the MCP Hype

Features

  • Call the ChatGPT API with customisable parameters
  • Aks Claude and ChatGPT to talk to each other in a long running discussion!
  • Configure model versions, temperature, and other parameters
  • Use web search to get up-to-date information from the internet
  • Uses OpenAI's Responses API for automatic conversation state management
  • Use your own OpenAI API key

Setup Instructions

Installing via Smithery

To install ChatGPT Server for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @billster45/mcp-chatgpt-responses --client claude

Prerequisites

  • Python 3.10 or higher
  • Claude Desktop application
  • OpenAI API key
  • uv for Python package management

Installation

  1. Clone this repository:

    git clone https://github.com/billster45/mcp-chatgpt-responses.git
    cd mcp-chatgpt-responses
  2. Set up a virtual environment and install dependencies using uv:

    uv venv
    .venv\\Scripts\\activate
    uv pip install -r requirements.txt

Using with Claude Desktop

  1. Configure Claude Desktop to use this MCP server by following the instructions at: MCP Quickstart Guide

  2. Add the following configuration to your Claude Desktop config file (adjust paths as needed):

    {
      "mcpServers": {
        "chatgpt": {
          "command": "uv",
          "args": [
            "--directory",
            "\\path\\to\\mcp-chatgpt-responses",
            "run",
            "chatgpt_server.py"
          ],
          "env": {
            "OPENAI_API_KEY": "your-api-key-here",
            "DEFAULT_MODEL": "gpt-4o",
            "DEFAULT_TEMPERATURE": "0.7",
            "MAX_TOKENS": "1000"
          }
        }
      }
    }
  3. Restart Claude Desktop.

  4. You can now use the ChatGPT API through Claude by asking questions that mention ChatGPT or that Claude might not be able to answer.

Available Tools

The MCP server provides the following tools:

  1. ask_chatgpt(prompt, model, temperature, max_output_tokens, response_id) - Send a prompt to ChatGPT and get a response

  2. ask_chatgpt_with_web_search(prompt, model, temperature, max_output_tokens, response_id) - Send a prompt to ChatGPT with web search enabled to get up-to-date information

Example Usage

Basic ChatGPT usage:

Tell Claude to ask ChatGPT a question!

Use the ask_chatgpt tool to answer: What is the best way to learn Python?

Tell Claude to have a conversation with ChatGPT:

Use the ask_chatgpt tool to have a two way conversation between you and ChatGPT about the topic that is most important to you.

Note how in a turn taking conversation the response id allows ChatGPT to store the history of the conversation so its a genuine conversation and not just as series of API calls. This is called conversation state.

With web search:

For questions that may benefit from up-to-date information:

Use the ask_chatgpt_with_web_search tool to answer: What are the latest developments in quantum computing?

Now try web search in agentic way to plan your perfect day out based on the weather!

Use the ask_chatgpt_with_web_search tool to find the weather tomorrow in New York, then based on that weather and what it returns, keep using the tool to build up a great day out for someone who loves food and parks

How It Works

This tool utilizes OpenAI's Responses API, which automatically maintains conversation state on OpenAI's servers. This approach:

  1. Simplifies code by letting OpenAI handle the conversation history
  2. Provides more reliable context tracking
  3. Improves the user experience by maintaining context across messages
  4. Allows access to the latest information from the web with the web search tool

License

MIT License

mcp-chatgpt-responses FAQ

How do I install the mcp-chatgpt-responses server?
You can install it automatically via Smithery or manually following the GitHub setup instructions.
Can I customize the ChatGPT model parameters?
Yes, you can configure model versions, temperature, and other parameters to tailor responses.
Does this server support conversation state management?
Yes, it uses OpenAI's Responses API to automatically manage conversation states for multi-turn dialogues.
Can I use my own OpenAI API key with this server?
Absolutely, the server supports using your own OpenAI API key for authentication and usage.
Is it possible to have ChatGPT and Claude talk to each other?
Yes, the server enables long-running discussions between ChatGPT and Claude models.
Does the server provide access to real-time information?
Yes, it can use web search to fetch up-to-date information from the internet.
What platforms is this server designed to work with?
It is designed primarily for integration with Claude Desktop but can be adapted for other MCP hosts.
How secure is the API key usage?
Your OpenAI API key is used securely within the server environment, ensuring safe authentication.