Memory MCP

Name: Memory MCP
Availability: InStock
Author: joadoumie

by joadoumie

Persistent semantic memory server using local embeddings and Git for AI coding agents.

0 stars

46 views

Works in:VS Code CopilotCursorWindsurfzed

Exposes:Tools

View on GitHub

What it does

Provides AI agents with a long-term, searchable memory stored as markdown files in a Git repository. It uses local BERT embeddings for semantic retrieval, ensuring data privacy and cross-session continuity.

Tools

remember: Store a new memory with tags and scope.
recall: Search memories using natural-language queries.
read: Fetch a specific memory by name.
edit: Update an existing memory.
forget: Delete a memory.
list: Browse memories filtered by scope.
sync: Push/pull memory repo via Git.

Installation

Add the following to your claude_desktop_config.json using a stdio bridge:

{
  "mcpServers": {
    "memory": {
      "command": "npx",
      "args": ["mcp-remote", "http://localhost:8080/mcp"]
    }
  }
}

Supported hosts

Claude Code
Cursor
VS Code Copilot
Windsurf
Continue.dev
Claude Desktop
Zed

Quick install

cargo install memory-mcp

Information

Pricing: free
Published: 4/5/2026
stars

Related Apps

Choose your AI client and follow the steps below.

zed

{"context_servers": {"memory": {"source": "custom", "command": "npx", "args": ["mcp-remote", "http://localhost:8080/mcp"]}}}

Cursor

{"mcpServers": {"memory": {"url": "http://localhost:8080/mcp"}}}

Windsurf

{"mcpServers": {"memory": {"serverUrl": "http://localhost:8080/mcp"}}}

Claude Desktop

{"mcpServers": {"memory": {"command": "npx", "args": ["mcp-remote", "http://localhost:8080/mcp"]}}}