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ChatGPT Kariaa submit_samples

How to: ChatGPT Kariaa submit_samples

client:ChatGPT transport:streamable-http tool:submit_samples

Add Kariaa to ChatGPT

  1. 01

    Open Settings → Connectors → Advanced → Developer mode and merge this in. Keep any servers already there.

https://agent.kariaa.com/mcp
  1. 02

    Save the file and restart ChatGPT.

  2. 03

    Ask for something submit_samples does. ChatGPT lists the server's tools on connect and calls submit_samples itself — you do not invoke it by name.

  3. 04

    If nothing happens, check the server is running and that Kariaa's identifier in your config matches the one above exactly.

Custom connectors are a paid-plan feature and take a remote URL only. ChatGPT cannot run a packaged server locally. ChatGPT docs

Set these first

Kariaa will not start until these are set, so submit_samples never becomes available.

  • KARIAA_API_KEY

Same tool, other clients

This list was read from the server itself, by connecting to it and calling tools/list on 14 November 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.