In development Kaleidoscope is not publicly released. Nothing here installs
from a registry yet — see what is available.
OpenAI Agents SDK
Use the stdio MCP server lifecycle the OpenAI Agents SDK already gives you. Keep one server alive for the agent run, and filter the model-facing tools down to Kaleidoscope’s two.
Connect it
Section titled “Connect it”kaleidoscope config --profile default --jsonCreate the MCP server from that descriptor as a managed resource around the run, and close it deterministically at the end. Do not open a fresh engine process for every tool call.
What it writes
Section titled “What it writes”Nothing on your disk. Provider credentials come from your application and are never placed in the Kaleidoscope descriptor.
The one thing that is different here
Section titled “The one thing that is different here”The tool allowlist is two names, search and remember. Nothing else is ever
exposed to a model — the operator commands are yours, from the terminal.
Disconnect
Section titled “Disconnect”Close the server at the end of the run and remove the descriptor from your own configuration.