mcp-memory-domain-knowledge
Knowledge graph memory server for Claude AI. mcp-memory-domain-knowledge is a Model Context Protocol (MCP) server maintained by yodakeisuke. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It exposes 9 tools, including create_entities, create_relations, add_observations, delete_entities, delete_observations, delete_relations, read_graph and search_nodes, that an agent can call directly. It is categorized under AI/Memory, Tool/KnowledgeGraph and Integration/Claude.
What is this MCP
This MCP implements a knowledge graph-based memory system for Claude AI, allowing persistent storage of entities, relations, and observations about users across chat sessions.
How to use this MCP
Configure via Docker or NPX in Claude Desktop settings, then interact through API tools like create_entities, add_observations, and search_nodes. The system prompt guides Claude on memory usage patterns.
What this MCP can be used for
Enabling personalized AI interactions by remembering user details, preferences, and relationships across conversations through a structured knowledge graph approach.
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the mcp-memory-domain-knowledge MCP server?
mcp-memory-domain-knowledge is a Model Context Protocol server from yodakeisuke. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect mcp-memory-domain-knowledge to my AI client?
Add mcp-memory-domain-knowledge to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.
What tools does mcp-memory-domain-knowledge provide?
mcp-memory-domain-knowledge provides 9 tools: create_entities, create_relations, add_observations, delete_entities, delete_observations, delete_relations, read_graph, search_nodes and open_nodes.
Is mcp-memory-domain-knowledge free to use?
mcp-memory-domain-knowledge is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
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