Instead of manually organizing lists and priorities, Elroy lets you think out loud about your goals while the AI handles organization behind the scenes. It tracks priorities, status updates, and completion conditions through natural conversation. It also records memories and ingests documents.

Goals stay in context when they're relevant to your current work, and leave context when they aren't.

There's also an MCP integration - I've found it helpful to add goals and memories to code editors like Roo Code.

Docs are here: https://elroy.bot/

Open source code is here: https://github.com/elroy-bot/elroy