Memory FAQs

Question 1

Can I deploy my own instance of Memory?

Accepted Answer

Absolutely! Memory is open-source and can be easily deployed with a single click to Cloudflare. It runs on Cloudflare's serverless stack including Workers, D1, Vectorize, Durable Objects, and Workers AI.

Question 2

Can Memory be used for more than one user or other data types?

Accepted Answer

Yes, Memory supports multiple users, with each user having their own isolated memory space. It can also store any text-based information beyond just 'memories,' such as knowledge bases, user behaviors, or project notes, using its robust vector search capabilities.

Question 3

Is Memory secure and cost-effective?

Accepted Answer

Yes, Memory implements isolated memory namespaces for each user, built-in rate limiting, and secures all communications with TLS. It's also designed to be cost-effective, utilizing Cloudflare's free tiers for normal usage, making it free for most users.

Question 4

How does Memory recall information?

Accepted Answer

Memory processes text using Cloudflare Workers AI to generate embeddings, which are stored in Cloudflare Vectorize for similarity search. When queried, it uses vector search to find conceptually related memories and retrieves the original text from Cloudflare D1.

Question 5

What is Memory (MCP Memory)?

Accepted Answer

Memory (MCP Memory) is a server that enables MCP Clients (like Cursor, Claude, Windsurf) to remember user information, preferences, and behaviors across conversations by leveraging advanced vector search technology and AI embeddings.

Memory

Memory

Key Features

Use Cases

Key Features

Use Cases