MCP Chatgpt Responses MCP Server

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

Local serverstdioPython

What is the MCP Chatgpt Responses MCP server?

Most developer tooling work still happens through a UI a human drives. MCP Chatgpt Responses MCP server moves it into the conversation instead. This MCP server allows you to access OpenAI's ChatGPT API directly from Claude Desktop.

The short version

  • 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

The tools it exposes

The server publishes 2 tools. What each one is for:

What it needs from you

Configuration is passed through the environment: OPENAI_API_KEY, DEFAULT_MODEL, DEFAULT_TEMPERATURE, MAX_TOKENS. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.

Getting it running

The server ships on npm as @smithery/cli, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.

How it compares

This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. MCP Chatgpt Responses's toolset — Prerequisites, Installation — is a fair guide to whether it matches your workflow. It is maintained by billster45; worth a glance at recent repository activity before you build anything load-bearing on it.

We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.

Things to watch

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Available tools

ToolWhat it does
PrerequisitesThe Prerequisites tool exposed by this server.
Installation1. Clone this repository: bash git clone https://github.com/billster45/mcp-chatgpt-responses.git cd mcp-chatgpt-responses

How to install the MCP Chatgpt Responses MCP server

{
  "mcpServers": {
    "chatgpt-responses": {
      "command": "npx",
      "args": ["-y", "@smithery/cli"],
      "env": {
        "OPENAI_API_KEY": "your-value",
        "DEFAULT_MODEL": "your-value",
        "DEFAULT_TEMPERATURE": "your-value",
        "MAX_TOKENS": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

VariableDescriptionRequired
OPENAI_API_KEYCredential the server authenticates with.Yes
DEFAULT_MODELConfiguration value read at startup.Optional
DEFAULT_TEMPERATUREConfiguration value read at startup.Optional
MAX_TOKENSCredential the server authenticates with.Yes

Example prompts to try

  • Use MCP Chatgpt Responses to Prerequisites.
  • Use MCP Chatgpt Responses to Installation.

Frequently asked questions

It connects MCP Chatgpt Responses to MCP-compatible AI assistants such as Claude and Cursor, exposing 2 tools (Prerequisites, Installation) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with MCP Chatgpt Responses directly.