Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hybrid, zero cloud.
If you already use Memo, the memo mcp server is the piece that lets your assistant work with it directly. Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hybrid, zero cloud.
Persistent, searchable memory for Claude Code, Codex, Cursor, Cline, Devin, and OpenCode. No cloud, no API keys, no Ollama, no vector DB to run. And it spends fewer tokens, not more.
| | Support | |---|---| | macOS, Apple Silicon (M1–M4) | Full — MLX embedder + reranker + ask/synthesize/dream | | Linux / Ubuntu | Standalone CPU backend — search, recall, save. pipx install "mlx-memo[cpu]" · docs/ubuntu.md | | Intel Mac | Unsupported — current PyTorch releases do not ship Python 3.13 wheels for
The server ships on PyPI as mlx-memo, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.
This sits in the database access group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. It is maintained by jagoff; worth a glance at recent repository activity before you build anything load-bearing on it.
This entry was verified against Memo's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.
{
"mcpServers": {
"memo": {
"command": "uvx",
"args": ["mlx-memo"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| | Support | |---|---| | macOS, Apple Silicon (M1–M4) | Full — MLX embedder + reranker + ask/synthesize/dream | | Linux / Ubuntu | Standalone CPU backend — search, recall, save. pipx install "mlx-memo[cpu]" · docs/ubuntu.md | | Intel Mac | Unsupported — current PyTorch releases do not ship Python 3.13 wheels for
Read-only SQL access to Postgres — let your assistant inspect schemas and answer questions from real data.
Manage your whole Supabase project in conversation — database, auth, storage, Edge Functions and branches.
Query, modify and analyse local SQLite databases in conversation — the fastest way to chat with a data file.
Metabase ships its own MCP endpoint — search your BI content, build and run queries, and save questions and dashboards without leaving the chat.
Official MongoDB server covering data, schemas and Atlas management — from find queries to spinning up clusters.
Serverless Postgres with database branching — point your assistant at Neon and let it work on disposable copies.