fpytloun/mnemory — A self-hosted, secure, feature-rich memory system for AI agents and assistants.

Description and use

fpytloun/mnemory is a self‑hosted, secure memory platform designed for AI agents and assistants. It offers intelligent fact extraction, deduplication, and an artifact store that preserves detailed content, enabling agents to recall and reason over past interactions efficiently. The project combines robust orchestration features with AI/ML‑focused capabilities for building context‑aware, privacy‑preserving applications.

Problem

fpytloun/mnemory helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store for detailed content.

Source