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.
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
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{
"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
Inspect PostgreSQL schemas and run read-only queries with the archived MCP reference server. Review its maintenance status before choosing it.
Connect the Notion MCP server to search workspace content and work with pages and databases through Notion’s hosted OAuth service.
Use the Supabase MCP server to inspect database schemas, query project data and retrieve docs through a project-scoped connection.
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.