In development Kaleidoscope is not publicly released. Nothing here installs
from a registry yet — see what is available.
CrewAI
CrewAI uses one stdio MCP adapter context for the whole crew run, and exposes only the Kaleidoscope tools you choose to give the model.
Connect it
Section titled “Connect it”kaleidoscope config --profile default --jsonBuild the adapter from that descriptor, enter it once, select search and
remember, run the crew, then close the context. Do not recreate the server for
each task.
What it writes
Section titled “What it writes”Nothing on your disk. CrewAI owns your provider configuration and your crew state; Kaleidoscope owns only the local memory, and never receives a model-provider credential or an account token.
Disconnect
Section titled “Disconnect”Close the adapter context at the end of the crew run and remove the descriptor from your own configuration.