MCP Memory Server

MCPOpen SourceMIT16.8

by kwanLeeFrmVi • Security & Privacy

A local MCP server that provides persistent memory for AI models by storing a knowledge graph of entities, relationships and observations.

Example Use Cases

1
Retain user-specific facts and preferences across sessions so responses can be personalized over time.
2
Store and query structured knowledge (entities and relationships) to support reasoning and contextual recall.
3
A local, file-backed persistent memory (knowledge_graph.json) to integrate with MCP-compatible clients like Claude Desktop.

Description

This project implements the Model Context Protocol (MCP) and exposes a local persistent memory backed by a knowledge graph (stored by default in knowledge_graph.json). It lets models create and manage entities, define relationships, and store searchable observations so agents can retain and recall information across interactions. It is intended to be used with MCP-compatible clients (for example Claude Desktop) and is a modified fork of an existing @modelcontextprotocol/server-memory package.

Quick Actions

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Security

Scanned 2 month(s) ago

Risk Level

MINIMAL

Read-only data retrieval, no side effects

Trust Score

D44/100

4/17 checks passed

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Quick Stats

Service TypeMCP

Pricing ModelFree

Capabilities0 Tools / 0 Prompts / 0 Resources

OwnerkwanLeeFrmVi

CategorySecurity & Privacy

DependenciesStandalone