Add an mcpServers block with type http, your instance's /mcp URL, and your bearer token to claude_desktop_config.json, then restart Claude Desktop. Claude can then search your company's memory in any conversation.
The exact paste-ready block, with your live URL filled in, is served by your instance and shown at falkster.ai/developers/mcp.
Scopes still gate everything: give Claude Desktop a read-plus-ask token and it can answer from the brain but never act on it.