Connect ChatGPT Desktop
Use the ChatGPT Desktop application only. Browser-based ChatGPT is not supported.
You only need:
- The Celoxis MCP URL
- Your access token
You do not need Developer mode, Node.js, or environment variables.
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Add the Celoxis MCP server
- Open ChatGPT Desktop.
- Open Settings.
- Navigate to Integrations → Plugins.
- Open the MCPs tab.
- Click Add → Add MCP Server.
The form title should be Connect to a Custom MCP.

The form opens with Type set to STDIO. That is not the Celoxis path. Do not keep STDIO selected. Celoxis MCP is a remote HTTPS server.
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Configure the connection
Field Value Name Celoxis MCP Type Streamable HTTP URL Your Celoxis MCP URL Header Key Authorization Header Value <access-token> 
Important:
- Do not keep STDIO selected
- Leave Bearer token env var empty
- Leave Headers from environment variables empty
- Ensure there is exactly one space after Bearer
Click Save.
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Verify the connection
- Completely close ChatGPT Desktop.
- Reopen the application.
- Start a new conversation.
- Ask: Who am I in Celoxis?
The returned user should match the owner of the access token. If it doesn't, you are probably using the wrong token.
See also Test the Integration and Troubleshooting.