---
title: "Use cases and scenarios"
url: https://memocore.ai/memos/6a55d72bfcb359b0f635da43
project: "Memocore Knowledge Base"
tags: "use-cases"
updated_at: "2026-07-14T06:28:59.724Z"
---

# Use cases and scenarios

Ways people use Memocore:

Personal, across every AI tool:
- Keep one memory of your context, preferences and decisions so you never re-brief an assistant when you switch between Claude, ChatGPT, Cursor and others.
- A personal second brain: recurring facts, reminders, meeting notes, personal preferences.

For coding, across IDEs:
- Store project conventions, architecture decisions and coding standards once, so every IDE assistant (Cursor, VS Code, Claude Code) shares the same context.

For teams:
- One shared memory for the whole team - decisions, docs and context live in shared project memory instead of in someone's head or a buried chat.
- Onboarding: hand a new hire a project of shared memos, or a public link to a decision record or checklist.

Hand off context with a link:
- Turn a project memo into a clean public page for onboarding notes, a decision record, or a reusable prompt - no login required for the reader.

Build memory into your own product (via the API):
- Customer-support bots that answer from your docs and policies without shipping the whole handbook in every prompt.
- Internal copilots that get exactly the company context they need, scoped to the right project.
- Retrieval for autonomous agents so they remember across runs and share memory with each other.
- RAG without the pipeline - search-by-meaning is built in, no vector store to run.