Knowledge Graph Memory Server

Instructions

Implementation Reference

• optimized_memory_mcp_server/knowledge_graph_manager.py:288-292 (handler)

  The implementation of the read_graph tool in the KnowledgeGraphManager class. It retrieves the knowledge graph by calling the _check_cache helper method, which handles loading from a file and caching.

  async def read_graph(self) -> KnowledgeGraph:
      """
      Read the entire knowledge graph using the cached version if available.
      """
      return await self._check_cache()