Docker mcp secrets are managed by docker desktop secrets.
Note:
Docker MCP toolkit does't have proper support for WSL. So, if you want to set the secrets then run docker mcp secrets set <KEY>=<VALUE> in windows terminal. In the agent prompt decide to skip addding secrets, mcp-add can pick up the secrets automatically.