NeverOnce Memory Server

Example Use Cases

• 1

  Persistent memory across sessions.

• 2

  Learn from corrections to avoid repeating mistakes.

• 3

  That require a zero-dependency, fast, and offline-capable memory system.

Description

NeverOnce offers a zero-dependency memory layer that persists AI agent memories and learns from corrections to prevent repeated mistakes. It uses SQLite FTS5 for fast, deterministic keyword-based search and supports multi-agent namespaces. The MCP server exposes all memory operations, enabling integration with any MCP-compatible AI client.