optimized-memory-mcp-server

This project is a fork of a Python Memory MCP Server that uses a knowledge graph with SQLite backend to create persistent user memories. It supports various API operations for entity and relation management, tailored for integration in AI chat workflows.

create_entities

Create multiple new entities

create_relations

Create relationships between entities

add_observations

Add observations to entities

delete_entities

Delete entities and their relationships

delete_observations

Observation of deleting entities

delete_relations

Delete relationships between entities

read_graph

Read the entire knowledge graph

search_nodes

Search nodes based on query

open_nodes

Retrieve specific nodes by name