memwall is an open-source CLI tool designed to scan AI agent memory stores for security vulnerabilities such as memory poisoning, injected instructions, and hygiene issues. It helps AI developers and security engineers ensure the integrity and safety of agent memory systems.
memwall is a LLM eval & observability project. It focuses on detecting and preventing memory poisoning and prompt injection in AI agent memory stores. It is built as an open-source project for AI developers and security engineers. The project is open source (MIT). It ships for the command line.
memwall first shipped in 2026. Among its 5 catalogued features are memory poisoning detection, prompt injection scanning, and memory hygiene analysis.
Summary written by a language model from the project’s public pages.
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