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universal-memory

AI & Memory Local

A vendor-agnostic cognitive persistence layer for AI agents. Eliminate the "repetition tax" by transporting your context, preferences, and history across sessions. Features an auto-adaptation engine that syncs global instructions to ensure operational cohesion and optimize token usage across any LLM or multi-agent workflow.

Install from GitHub GitHub Docs Glama

How to connect

  1. Glama registry

    View https://glama.ai/mcp/servers/ub5sotryxp for deploy options, or install from https://github.com/YanAmorelli/universal-memory (see README for MCP config).

  2. GitHub

    Install from https://github.com/YanAmorelli/universal-memory and add the server to your MCP client configuration (see repository README).

Tools

Tool names are not listed in our registry for this server. Use Connect or Install above, then open your MCP client to see the live tool list.