OpenAI Agents SDK

Install and activate first — Getting started covers both. Without a key the wiring below succeeds and the server refuses with E_NO_KEY the moment your editor starts it.

Use the stdio MCP server lifecycle the SDK already gives you. One server, alive for the run.

Get the descriptor

cd ~/your-project
kscope init --no-wire
kscope profile import default ~/your-project/.kaleidoscope
kscope profile launch default

Copy command and args into the server definition. Any other MCP client explains each field.

Wire it in

Create the MCP server as a managed resource around the run and close it at the end. Do not open a fresh engine process per tool call.

Filter the model-facing tools to search and remember.

Check it

The agent’s tool list should hold search and remember, and nothing else from this server.

Remove it

Delete the server definition from your own configuration.