# Giving OpenClaw a memory that actually works

DevFeed: [Giving OpenClaw a memory that actually works](<https://devfeed.tech/articles/giving-openclaw-a-memory-that-actually-works-5955.md>)

Original publisher: [Read original article](<https://turso.tech/blog/giving-openclaw-a-memory-that-actually-works>)

Author: Glauber Costa

Published: 2026-02-23T00:00:00Z

Content type: tutorial

Language: en

Sources: [Turso Blog](<https://devfeed.tech/sources/turso-blog.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [MSP MCP](<https://devfeed.tech/topics/msp-mcp.md>), [AI Bots](<https://devfeed.tech/topics/ai-bots.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [codex](<https://devfeed.tech/tags/codex.md>), [coding](<https://devfeed.tech/tags/coding.md>), [embeddings](<https://devfeed.tech/tags/embeddings.md>), [local](<https://devfeed.tech/tags/local.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [memory](<https://devfeed.tech/tags/memory.md>), [openclaw](<https://devfeed.tech/tags/openclaw.md>), [retrieval](<https://devfeed.tech/tags/retrieval.md>), [sqlite](<https://devfeed.tech/tags/sqlite.md>), [turso](<https://devfeed.tech/tags/turso.md>), [vector](<https://devfeed.tech/tags/vector.md>)

## AI overview

A tutorial for adding memelord's persistent, weighted memory system to OpenClaw through an MCP server. It uses local SQLite storage, locally generated embeddings, and Turso vector search to retain useful corrections and let stale memories fade.

## Source excerpt

Add persistent, self-improving memory to OpenClaw in five minutes with memelord, an MCP server backed by Turso's local vector search over SQLite.