MCP Memory Py is a knowledge graph memory server designed to enable persistent memory for AI models like Claude, allowing them to remember user information across chats. It offers an API for managing entities, relations, and observations.
MCP Memory Py is a knowledge graph memory server designed to enable persistent memory for AI models like Claude, allowing them to remember user information across chats. It offers an API for managing entities, relations, and observations.
uvx --refresh --quiet mcp-memory-pyAdd this configuration to your claude_desktop_config.json:
{
"mcpServers": {
"knowledge-graph-memory-server": {
"command": "npx",
"args": [
"-y",
"uvx --refresh --quiet mcp-memory-py"
]
}
}
}Restart Claude Desktop, then ask:
"What tools do you have available from Knowledge Graph Memory Server?"
No configuration required. This server works out of the box.
"What resources are available in Knowledge Graph Memory Server?"
Claude will query available resources and return a list of what you can access.
"Show me details about [specific item] in Knowledge Graph Memory Server"
Claude will fetch and display detailed information about the requested item.
"Create a new [item] in Knowledge Graph Memory Server with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
We build custom MCP integrations for B2B companies. From simple connections to complex multi-tool setups.