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memories-wrapped-mcp-server

A specialized MCP server that generates a summary and 'wrapped' overview of personal photos stored in Apple Photos for a specific time period.

Updated
Dec 7, 2025

Memories Wrapped

Screenshot 2025-12-07 at 8 00 22 PM

Memories Wrapped is an MCP server that creates a summary of the photos you took using Apple Photos.

The project is heavily inspired from the Memory Journal MCP Server and this tweet.

Prerequisites

Getting Started

  1. Clone the git repository
git clone git@github.com:niyabits/memories-wrapped-mcp-server.git
  1. Install dependencies
uv sync
  1. Configure the MCP Server
{
  "mcpServers": {
    "year-wrapped": {
        "command": "/Users/<username>/.local/bin/uv",
        "args": [
          "--directory",
          "<repository-path>/memories-wrapped-mcp-server",
          "run",
          "year_wrapped.py"
        ]
      }
    },
}

[!NOTE] Make sure to replace the <username> and <repository-path>
You can find the value for command using: which uv
And <repository-path> is where you cloned the git repository.

  1. Open Claude and ask for your year wrapped 🥳

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