OAKOAK/memory
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OAK.memory

Quickstart

Create a store, connect your assistant and save your first memory. The cloud service runs the database for you.

1. Sign in to your account

Open the memory dashboard and sign in. If registration is available, verify your email before continuing. Creating an account does not give you access to someone else’s store. If registration is closed, contact the service operator for access.

Dashboard

2. Create or choose a store

Create a private store for a project or select a store that has been shared with you. Give it a clear name so you can recognise it when connecting Claude Code. Confirm your role: readers can browse, while editors and owners can create and update memories.

3. Connect your app

In your app’s custom MCP or connector settings, add https://www.openaikits.com/api/mcp and choose OAuth. Sign in to OAK, choose a store and approve access. You return to your app automatically. Automatic registration needs no API key, client ID or secret. For Claude Code’s local plugin and API-key profile setup, use /docs/claude-code.

Connect ChatGPT or Claude

4. Recall, then save

Ask the assistant to check the current store with currentMemoryStore, then search a concrete topic with recallMemory. After checking for an existing fact, ask it to remember a small project decision with createMemory. Search for the same topic again to confirm it can be retrieved. Search and writes require operation credits; writes also depend on your role and service availability.

Example prompt
Check which store is connected, then recall our database decisions.
If this fact is not already recorded, remember that this project uses PostgreSQL for persistent storage.
Documentation

Persistent memory for your AI workflow. Start with a private store, connect Claude Code, and carry useful context from one session to the next.

Quickstart

Create a store, connect your assistant and save your first memory. The cloud service runs the database for you.

Core concepts

Understand memories, stores and retrieval before connecting them to a longer workflow.

Connect ChatGPT or Claude

In your app’s custom MCP or connector settings, add https://www.openaikits.com/api/mcp and choose OAuth. Sign in to OAK, choose a store and approve access. You return to your app automatically. Automatic registration needs no API key, client ID or secret.

Connect Claude Code

Use a personal key and store profile to connect the OAK.memory plugin to hosted memory.

Share a memory store

Give collaborators access to a shared context while keeping each account’s identity and usage separate.

MCP tool reference

The cloud MCP endpoint exposes tools for store discovery, retrieval and memory changes. Your connection supplies the account and store context.

Usage tiers and limits

Understand which limits your account shares, how operation credits work and what to do when a request is refused.

Troubleshooting

Identify whether an issue comes from your connection, permissions, usage or the embedding service.

Local plugin setup

Run memory on your own machine instead of using a hosted cloud store. This has a separate database and setup process.

Guides

Practical paths for using memory in a personal project, a shared team store or a workflow with several agents.