Memori Labs Launches OpenClaw Plugin for Persistent AI Memory

New integration brings automatic memory recall and capture to agents running through OpenClaw gateways.

Mar. 13, 2026 at 7:30pm by Ben Kaplan

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Memori Labs has released the Memori OpenClaw plugin, which integrates with the OpenClaw gateway to provide automatic memory recall and capture for agents. The plugin hooks into OpenClaw's event lifecycle to retrieve relevant context before each agent response and extract durable knowledge after each turn, addressing common production memory failures in multi-agent environments.

Why it matters

The Memori OpenClaw plugin addresses key challenges that developers face in maintaining consistent agent memory and context within multi-agent gateway environments, such as flat file storage, context compaction issues, poor user isolation, and cross-project noise. By providing structured memory storage, advanced augmentation, intelligent recall, and production-ready observability, the plugin aims to improve the performance and reliability of agents running through OpenClaw.

The details

The Memori OpenClaw plugin integrates with two key points in the OpenClaw event lifecycle: `before_prompt_build`, where it intercepts the prompt, recalls relevant memories, and prepends them to the agent context; and `agent_end`, where it extracts the completed exchange and sends it to Memori for fact extraction and long-term storage. The plugin also strips OpenClaw metadata, timestamps, and thinking blocks to keep the memory clean and avoid context feedback loops.

  • The Memori OpenClaw plugin supports OpenClaw v2026.3.2 or later.
  • The plugin is available now via `openclaw plugins install @memorilabs/openclaw-memori`.

The players

Memori Labs

A company that builds SQL-native memory infrastructure for LLM applications, agents, and copilots. Memori offers both Memori Cloud (fully managed) and flexible enterprise deployment options.

OpenClaw

A gateway that makes it easier to run multiple agents through a shared environment.

Adam B. Struck

CEO and Co-Founder of Memori Labs.

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What they’re saying

“Agents are only as good as the context they have access to. OpenClaw is where developers are building agents. We're meeting them there with memory infrastructure that works out of the box.”

— Adam B. Struck, CEO and Co-Founder (PRWeb)

What’s next

Developers can sign up for a free API key at app.memorilabs.ai and view setup documentation at memorilabs.ai/docs/memori-cloud/openclaw.

The takeaway

The Memori OpenClaw plugin aims to improve the performance and reliability of agents running through multi-agent gateways by providing structured memory storage, advanced augmentation, intelligent recall, and production-ready observability, addressing key challenges that developers face in maintaining consistent agent memory and context.