{"repo":"fpytloun/mnemory","free":true,"listed":false,"github":"https://github.com/fpytloun/mnemory","clone":"git clone https://github.com/fpytloun/mnemory.git","description":"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.","language":"Python","stars":269,"topics":["agents-memory","ai","ai-agents","agent-memory","llm","mcp","memory","personalization","semantic-memory","vector-search"],"license":null,"category":"ai-agents","readme_excerpt":"mnemory Give your AI agents persistent memory. mnemory is a self-hosted MCP server that adds personalization and long-term memory to any AI assistant — Claude Code, ChatGPT, Open WebUI, Cursor, or any MCP-compatible client. Plug and play. Connect mnemory and your agent immediately starts remembering user preferences, facts, decisions, and context across conversations. No system prompt changes needed. Self-hosted and secure. Your data stays on your infrastructure. No cloud dependencies, no third-party access to your memories. Intelligent. Uses a unified LLM pipeline for fact extraction, deduplication, and contradiction resolution in a single call. Memories are semantically searchable, automatically categorized, and expire naturally when no longer relevant. Features - Zero config — uvx mnemory , connect your MCP client, done. Works out of the box with any OpenAI-compatible API. - Intelligent extraction — A single LLM call extracts facts, classifies metadata, and deduplicates against existing memories. - Contradiction resolution — \"I drive a Skoda\" + later \"I bought a Tesla\" = automatic update, not a duplicate. - Two-tier memory — Fast searchable summaries in a vector store + detailed artifact storage (reports, code, research) retrieved on demand. - AI-powered search — Multi-query semantic search with temporal awareness. Ask \"What did I decide last week about the database?\" and it finds the right memories. - Memory health checks — Built-in three-phase consistency checker (fsck) ","default_branch":null,"files":null,"tree":[],"storefront":"/r/fpytloun","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/fpytloun/mnemory/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}