Perenna is an open-source Python package that gives AI agents persistent, Git-backed memory across sessions. It supports local-first storage, semantic search, and MCP integration for developers building agent systems.
In the Memory & skills space, Perenna takes a focused approach. It focuses on giving AI agents persistent, versioned memory across sessions. Perenna is an open-source project aimed at AI agent developers. The project is open source (MIT). Perenna is available on the command line, and it can be self-hosted.
It is developed by scarletkc, and it first shipped in 2026. Development happens publicly on GitHub with 27 commits in the last 90 days. Among its 6 catalogued features are persistent memory, git-backed storage, and semantic search. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
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