Memory FAQs

Question 1

What is Memory and its primary purpose?

Accepted Answer

Memory is a high-performance Rust + SQLite server designed to manage persistent knowledge graphs for AI systems like Claude, providing robust memory storage via the Model Context Protocol (MCP).

Question 2

Does Memory support searching within the knowledge graph?

Accepted Answer

Yes, Memory includes full-text search capabilities powered by SQLite's FTS5 extension, enabling efficient and rapid searching across entities, types, and observations.

Question 3

How does Memory ensure high performance and data integrity?

Accepted Answer

It leverages an ACID-compliant SQLite backend with features like automatic deduplication, cascade deletes, async I/O (Tokio), O(log n) indexed queries, and FTS5 for fast, reliable, and efficient operations.

Question 4

Which AI systems can integrate with Memory?

Accepted Answer

Memory is built to integrate with AI systems that support the Model Context Protocol (MCP), including popular clients like Claude Desktop, Claude Code, and Codex.

Question 5

What are the main advantages of this Rust version compared to the original TypeScript implementation?

Accepted Answer

This Rust port offers significant performance improvements (10-100x faster for core operations), enhanced data integrity (ACID transactions, foreign key validation), superior crash recovery, and compile-time type safety, replacing the original JSONL-based storage with SQLite.

Memory

Memory

Key Features

Use Cases

Key Features

Use Cases