# Surreal-Memory MCP server

> Provides AI agents with persistent graph-based memory using SurrealDB to enable multi-hop reasoning and spreading activation recall.

- Repository: https://github.com/acidkill/surreal-memory
- Page: https://hostedmcp.org/servers/acidkill/surreal-memory
- Transport: —
- Stars: 7
- License: MIT

## Environment variables

| Name | Required | Secret | Description |
|---|---|---|---|
| `GEMINI_API_KEY` | no | no |  |

## Tools (3)

- `smem_remember`
- `smem_recall`
- `smem_health`

## FAQ

### Does Surreal-Memory require an embedding API for basic usage?

No, it works fully offline and does not require an embedding API for basic usage.

### How does Surreal-Memory differ from standard RAG or vector search?

Unlike standard RAG which relies on similarity scores, Surreal-Memory uses graph traversal and 41 explicit synapse types for multi-hop reasoning.

### Can I sync my memory across different devices?

Yes, you can sync your brain across machines using your own Cloudflare Worker and D1 database.