Memori Labs Launches OpenClaw Plugin, Bringing Persistent AI Memory to Multi-Agent Gateways

The new integration hooks into OpenClaw's event lifecycle to provide automatic memory recall and capture for agents.

Mar. 13, 2026 at 7:48pm by Ben Kaplan

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Memori Labs has released the Memori OpenClaw plugin, which integrates with the OpenClaw gateway to add automatic memory recall and capture capabilities for agents running through the gateway. The plugin addresses common production memory issues in multi-agent environments by providing structured memory storage, advanced augmentation, intelligent recall, and production-ready observability.

Why it matters

As more developers build agents that run through shared gateways like OpenClaw, the need for robust memory infrastructure becomes critical. The Memori OpenClaw plugin aims to solve common problems like flat file storage, context compaction, poor user isolation, and cross-project noise that can plague agent memory in production environments.

The details

The Memori OpenClaw plugin hooks into two key points in OpenClaw's event lifecycle - the `before_prompt_build` event to recall relevant memories and prepend them to the agent context, and the `agent_end` event to extract the completed exchange and send it to Memori for fact extraction and long-term storage. The plugin strips out OpenClaw metadata, timestamps, and thinking blocks to keep the memory clean. Key features include structured memory storage, advanced augmentation, intelligent recall, and production-ready observability through Memori Cloud.

  • The Memori OpenClaw plugin is available now and supports OpenClaw v2026.3.2 or later.
  • Memori Labs announced the launch of the plugin on March 13, 2026.

The players

Memori Labs

A company that builds SQL-native memory infrastructure for LLM applications, agents, and copilots. Memori offers both a fully managed cloud service 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 of Memori Labs (PRNewswire-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 to get started with the Memori OpenClaw plugin.

The takeaway

The Memori OpenClaw plugin aims to solve common memory issues that plague multi-agent environments, providing structured storage, advanced augmentation, intelligent recall, and production observability to help developers build more consistent and reliable agents on the OpenClaw gateway.