MCP Directory

Memory

GitHub
Productivity

Persistent memory storage for conversations and context

Tools(9)

Available tools exposed by this MCP server to your AI agent.

create_entities

Create multiple new entities in the knowledge graph

create_relations

Create relations between entities in the knowledge graph

add_observations

Add new observations to existing entities

delete_entities

Delete entities and their associated relations

delete_observations

Delete specific observations from entities

delete_relations

Delete specific relations from the knowledge graph

read_graph

Read the entire knowledge graph

search_nodes

Search for nodes in the knowledge graph using a query

open_nodes

Retrieve specific nodes from the knowledge graph by name

Installation Guide

Use with Agent-CoreX

Recommended: intelligent tool routing, lower costs

uvx agent-corex mcp add memory

Agent-CoreX selects only the tools your agent needs, cutting token usage by up to 60%.

Direct Install

Use Memory directly without routing

npx -y @modelcontextprotocol/server-memory

New to Agent-CoreX? View setup guide →

Memory MCP Server — Agent-CoreX