Really appreciate the detailed feedback. There are bunch of great features that you are pointing out that are on our roadmap (will add whats missing). The agent can setup tasks on schedule and help manage them. You can try a prompt like 'Can you schedule a background task xyz to run every morning ...'. The background tasks would show up on the UI once it is scheduled by the assistant. However, you might have to connect the necessary MCP tools in your case.

On Gmail actions - we currently don’t take write actions on inboxes like archiving or categorizing emails. The Google connection is read-only and used purely to build the knowledge graph. We’re working on adding write actions, but we’re being careful about how we implement them. Also probably why the agent was confused and was looking for an MCP to accomplish the same job.

On noise in the knowledge graph — this is something we’re actively tuning. We currently have different note-strictness levels that auto-inferred based on the inbox volume (configurable in ~/.rowboat/config/note-creation.json) that control what qualifies as a new node. Higher strictness prevents most emails from creating new entities and instead only updates existing ones. That said, this needs to be surfaced in the product and better calibrated. Using “people I send emails to” as a proxy for importance is a really good idea.