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TL;DR

A Mem is a Model Context Protocol (MCP) server. Self-evolving memory system for AI agents Install with: uvx a-mem. Source: https://github.com/DiaaAj/a-mem-mcp. Compatible with MCP clients such as Claude Desktop, Cursor, Cline and Windsurf.

A Mem

Self-evolving memory system for AI agents

Install Command

uvx a-mem

GitHub Repository

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Frequently Asked Questions

A Mem is a Model Context Protocol server that Self-evolving memory system for AI agents

You can install it by running the install command: `uvx a-mem`. It then becomes available to any MCP-compatible client such as Claude, Cursor, Cline, Windsurf.

The A Mem MCP Server is compatible with any client that speaks the Model Context Protocol — including Claude, Cursor, Cline, Windsurf.

Check the project license on its repository before use.

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Details

Agent Rank
84.4
License
Last Updated
Aug 11, 2026
Languages
Python

Client Compatibility

Speaks the Model Context Protocol — works with any compatible client.

ClaudeCursorClineWindsurf