memo

v0.8.0Knowledge & Memorystable

Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hybrid, zero cloud.

io-github-jagoff-memomcpai-integration
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What is memo?

memo is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to local mlx-native memory for ai agents — markdown-on-disk, sqlite-vec + bm25 hybrid, zero cloud.

Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hybrid, zero cloud.

This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Local MLX-native memory for AI agents — markdown-on-disk, sq

Use Cases

Store local memories for AI agents with zero cloud.
Use SQLite-vec with BM25 hybrid search.
Community

Maintainer

LicenseMIT
Languagepython
Versionv0.8.0
UpdatedMay 21, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

PIP

pip install mlx-memo

Manual Installation

pip install mlx-memo

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about memo

What is memo?

memo is a Model Context Protocol (MCP) server that local mlx-native memory for ai agents — markdown-on-disk, sqlite-vec + bm25 hybrid, zero cloud. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install memo?

Install via pip with: pip install mlx-memo. Then configure your AI client to connect to this MCP server.

Which AI clients work with memo?

memo works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is memo free to use?

Yes, memo is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Knowledge & Memory MCP Servers

Explore all knowledge & memory servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "io-github-jagoff-memo": { "command": "pip", "args": ["install", "mlx-memo"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

Ready to use memo?

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