Multi-Memory MCP Server

Example Use Cases

• 1

  Manage and query knowledge graphs with isolated memory contexts.

• 2

  That require persistent storage of entities, observations, and relations with flexible identification methods.

• 3

  Efficient, token-optimized serialization formats like TOON for LLM interactions.

Description

Multi-Memory MCP Server organizes memories into isolated contexts for different purposes such as work, personal, and projects, using SQLite databases for persistence. It supports ID-based and dual identification operations, custom JSON properties, and an override mode for updating records. The server includes SQL injection protection, LRU connection caching, and full test coverage, making it robust and efficient for managing complex knowledge graphs.