In development Kaleidoscope is not publicly released. Nothing here installs
from a registry yet — see what is available.
LangGraph
LangGraph uses the same one-session MCP adapter as LangChain, placed in your graph’s tool node for the length of the run.
Connect it
Section titled “Connect it”kaleidoscope config --profile default --jsonOpen the adapter before you execute the graph, pass the two tools into the tool node, and close it once execution finishes. The same session is reused across node calls.
What it writes
Section titled “What it writes”Nothing on your disk. Provider credentials stay in your own application.
The one thing that is different here
Section titled “The one thing that is different here”Kaleidoscope is not a LangGraph checkpointer and not a BaseStore. Keep graph
state and durable memory separate, so you never end up with two things that both
claim to be the record.
Disconnect
Section titled “Disconnect”Close the adapter after the graph finishes, and remove the descriptor from your own configuration.