MCP OpenAI Server
Provides access to OpenAI's chat completion API, enabling use of models like gpt-4o, gpt-4o-mini, o1-preview, and o1-mini for message-based interactions.
Click on "Deploy 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 OpenAI Server ask gpt-4o to explain quantum entanglement in simple terms"
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 OpenAI Server
A Model Context Protocol (MCP) server that lets you seamlessly use OpenAI's models right from Claude.
Features
Direct integration with OpenAI's chat models
Support for multiple models including:
gpt-4o
gpt-4o-mini
o1-preview
o1-mini
Simple message passing interface
Basic error handling
Related MCP server: GPT-MCP Bridge
Prerequisites
Node.js >= 18 (includes
npmandnpx)
Installation
First, make sure you've got the Claude Desktop app installed and you've requested an OpenAI API key.
Add this entry to your claude_desktop_config.json (on Mac, you'll find it at ~/Library/Application\ Support/Claude/claude_desktop_config.json):
{
"mcpServers": {
"mcp-openai": {
"command": "npx",
"args": ["-y", "@mzxrai/mcp-openai@latest"],
"env": {
"OPENAI_API_KEY": "your-api-key-here (get one from https://platform.openai.com/api-keys)"
}
}
}
}This config lets Claude Desktop fire up the OpenAI MCP server whenever you need it.
Usage
Just start chatting with Claude and when you want to use OpenAI's models, ask Claude to use them.
For example, you can say,
Can you ask o1 what it thinks about this problem?or,
What does gpt-4o think about this?The server currently supports these models:
gpt-4o (default)
gpt-4o-mini
o1-preview
o1-mini
Tools
openai_chatSends messages to OpenAI's chat completion API
Arguments:
messages: Array of messages (required)model: Which model to use (optional, defaults to gpt-4o)
Problems
This is alpha software, so may have bugs. If you have an issue, check Claude Desktop's MCP logs:
tail -n 20 -f ~/Library/Logs/Claude/mcp*.logDevelopment
# Install dependencies
pnpm install
# Build the project
pnpm build
# Watch for changes
pnpm watch
# Run in development mode
pnpm devRequirements
Node.js >= 18
OpenAI API key
Verified Platforms
macOS
Linux
License
MIT
Author
Available Tools
1 toolopenai_chatB
Use this tool when a user specifically requests to use one of OpenAI's models (gpt-4o, gpt-4o-mini, o1-preview, o1-mini). This tool sends messages to OpenAI's chat completion API using the specified model.
Inputs: messages (required), model.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
TDQS
Scored across 1 tool
With only one tool, there is no possibility of ambiguity or overlap between tools. The tool's purpose is clearly defined and distinct by default.
A single tool inherently has perfect naming consistency, as there are no other tools to compare it against. The name 'openai_chat' follows a clear verb_noun pattern.
One tool is too few for a server named 'MCP OpenAI Server', which suggests broader OpenAI capabilities. A single chat tool feels thin and under-scoped for the implied domain, lacking operations like embeddings, image generation, or fine-tuning.
The tool surface is severely incomplete for an OpenAI server. It only covers chat completions, missing obvious gaps such as embeddings, vision, audio, file operations, and model management, which are core to OpenAI's API offerings.
Maintenance
Related MCP Connectors
Talk to your public-facing AI from any MCP client — Claude, ChatGPT, Cursor, Cline, Windsurf.
Connect ChatGPT and Claude to your Mac, Windows or Linux with secure MCP remote access.
Share context and questions between Claude instances — VS Code, claude.ai web, and mobile.
Add any agent you deploy on ibl.ai to Claude Code, Cursor or Claude Desktop and talk to it there.
1
Related MCP Servers
- AlicenseCqualityDmaintenanceEnables integration with OpenAI models through the MCP protocol, supporting concise and detailed responses for use with Claude Desktop.13MIT
- FlicenseNot gradedqualityNot gradedmaintenanceEnables Claude and other MCP-compatible tools to communicate with OpenAI's GPT models (GPT-5, GPT-5-mini, o3) with conversation history and session management. Features advanced controls like reasoning effort settings, token tracking, and parallel conversation sessions for efficient AI workflows.21 npm-
- AlicenseNot gradedqualityDmaintenanceEnables Claude Desktop to interact with Google's Gemini API, allowing users to query Gemini models directly or facilitate conversations between Claude and Gemini with conversation history management.192 npmMIT
- FlicenseNot gradedqualityNot gradedmaintenanceGives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) for enhanced development capabilities including extended reasoning, collaborative development, code review, debugging, and large context analysis with conversation threading.40 npm1-