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TL;DR

Memshelf is a Model Context Protocol (MCP) server. Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time. Install with: uvx memshelf-mcp. Source: https://github.com/ignatenkofi/memshelf-mcp. Compatible with MCP clients such as Claude Desktop, Cursor, Cline and Windsurf.

Memshelf

Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.

Install Command

uvx memshelf-mcp

GitHub Repository

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Frequently Asked Questions

Memshelf is a Model Context Protocol server that Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.

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

The Memshelf 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
0.0
License
Last Updated
Aug 11, 2026
Languages
Python

Client Compatibility

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

ClaudeCursorClineWindsurf