Knowledge by Model Context Protocol Open source

Memory MCP

Persistent knowledge graph for agents

View repository

Install Memory MCP

Choose the tracked registry command or the raw command.

Recommended

Tracked wget install

Counts the install in MCP Haus and runs the published command.

wget -qO- https://mcphaus.com/api/install/memory-mcp | sh
Raw command

Direct install command

Use this when you want to paste the command into an MCP client config manually.

npx -y @modelcontextprotocol/server-memory

What Memory MCP does

A knowledge-graph based memory layer that lets agents remember entities, relationships, and observations across sessions. The canonical implementation uses a local JSON store for zero-config persistence.

How to use Memory MCP

1. Copy

Copy the tracked install command to record the download in MCP Haus.

2. Run

Run it in your terminal, or copy the raw command into an MCP client config.

3. Connect

Open your AI client and add the server to the MCP servers list.

Which AI clients does Memory MCP work with?

Memory MCP works with every MCP-compatible client, including Claude Desktop, Cursor, Continue, Windsurf, Cline, OpenHands, and Claude Code. Add the install command to your client's MCP configuration and restart the session.

Read the MCP guide