A long-term memory MCP server for AI agents that stores memories (facts, decisions, etc.) in a single SQLite database with hybrid search and full edit history, ensuring consistency across sessions.
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process.env. You'll be asked to provide them before it can run.MEMAI_ADMIN_PORT— only; --host/--port/ to change). It is the humanMEMAI_HOME— %%/memai.db if the MEMAI_HOME environment variable is set,MEMAI_EMBED_MODEL— huggingface.co. Set to a Hugging Face repo id or a local[](https://m8ven.ai/mcp/filipe-soares-de-almeida-memai-qpa7pn)