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Memory MCP Server

A graph-based persistent memory server for AI agents to maintain long-term memory across sessions.

Sumber Terbuka
Server MCP
Ditambahkan: 8/19/2026

Pratinjau

Screenshot of Memory MCP Server

Masalah

LLM chats lose memory between sessions, forcing developers to repeat preferences, architectural rules, and project context.

Solusi

A local knowledge-graph MCP server that automatically stores entities, relations, and observations across conversations.

Tantangan

Dynamically querying and updating graph relations without polluting the LLM prompt context.

Fitur Utama

  • Entity & Relation graph storage
  • Continuous cross-session memory
  • Search and retrieve facts
  • Local JSON persistence

Teknologi Pilihan

TypeScriptKnowledge Graph Engine

Pengguna Sasaran

Anyone using AI assistants across recurring, long-term engineering projects.

Dampak

"Gave AI assistants true continuity and long-term memory across disjoint chat sessions."

Cara Penggunaan

1

Install Memory Server

Add '@modelcontextprotocol/server-memory' to your MCP configuration.

2

Tell AI Facts

Say: 'Remember that our project uses Tailwind CSS v4 and PostgreSQL with Drizzle ORM'.

3

Recall in New Chats

In a new session, ask: 'What stack do we use for the database?' and the agent will retrieve it from memory.

Detail Cepat

Harga
Gratis
Platform
Node.js
Diperbarui
8/19/2026