Related MCP Server Resources

Explore more AI models, providers, and integration options:

  • Explore AI Models
  • Explore AI Providers
  • Explore MCP Servers
  • LangDB Pricing
  • Documentation
  • AI Industry Blog
  • OpenSearch MCP Server
  • TxtAi Memory Vector Server
  • MCP Filesystem Server
  • mcp-server-asana
  • Vertex AI MCP Server
Back to MCP Servers
Smart Photo Journal MCP Server

Smart Photo Journal MCP Server

Public
Siddhant-K-code/memory-journal-mcp-server

Model Context Protocol server enabling advanced photo library search and analysis with features like location, label, and people search, fuzzy matching, and photo-taking pattern insights for enhanced media management.

python
0 tools
May 29, 2025
Updated Jun 4, 2025

Supercharge Your AI with Smart Photo Journal MCP Server

MCP Server

Unlock the full potential of Smart Photo Journal MCP Server through LangDB's AI Gateway. Get enterprise-grade security, analytics, and seamless integration with zero configuration.

Unified API Access
Complete Tracing
Instant Setup
Get Started Now

Free tier available • No credit card required

Instant Setup
99.9% Uptime
10,000+Monthly Requests

📸 Smart Photo Journal MCP Server

Smart Photo Journal is an MCP server designed to help you search and analyze your photo library with powerful, intuitive tools. Whether you're reminiscing about family moments or looking for a specific photo with friends, this server has got you covered! 🎉

Inspired by: burningion/video-editing-mcp A huge shoutout to @burningion for the innovative idea of using MCP for creative media management!

🎯 Features

  • Location Search: Find photos from specific places with ease. 🌍
  • Label Search: Search photos by keywords or labels like "Birthday," "Beach," or "Vacation." 🎉
  • People Search: Quickly locate photos featuring specific people. 👥
  • Photo Analysis: Discover fun insights like the most popular times and days for your photo shoots. 🕰️
  • Fuzzy Matching: Not sure of the exact name? Don't worry! The server supports fuzzy matching for flexibility. 🔍

🚀 Getting started

Prerequisites

  1. Ensure you have macOS with a Photos library.
  2. Install uv to manage dependencies and run the server.

Installation

  1. Clone the repository:

    git clone https://github.com/Siddhant-K-code/memory-journal-mcp-server.git cd memory-journal-mcp-server
  2. Install dependencies using uv:

    uv sync
  3. Configure the MCP server. Update your claude_desktop_config.json with the following configuration:

    { "mcpServers": { "smart-photo-journal": { "command": "/Users//.local/bin/uv", "args": [ "--directory", "/Users//memory-journal-mcp-server", "run", "server.py" ] } } }
  4. Start the server with following command or just open Claude Desktop:

    uv run server.py

Note: Replace and with your actual device username and the path to the cloned directory. You will get a popup to authorize the server to access your photos. It will be in local only, and no data will be shared with anyone except Claude services.

MCP Server Initialization

When the server starts, you'll see:

Starting Smart Photo Journal MCP server.

It's now ready to process your photo queries! 🎉


🛠️ Usage

Available Tools

  1. Location Search

    • Description: Find photos taken in a specific location.
    • Input Example:
      { "location": "Udaipur" }
    • Expected Output:
      Found 5 photos from Udaipur:
      📷 IMG_1234.jpg
      ...
      
  2. Label Search

    • Description: Search for photos by labels or keywords.
    • Input Example:
      { "label": "Birthday" }
    • Expected Output:
      Photos labeled as 'Birthday' (3 found):
      📷 IMG_5678.jpg
      ...
      
  3. People Search

    • Description: Find photos containing specific people.
    • Input Example:
      { "person": "Maa" }
    • Expected Output:
      Photos with Maa (10 found):
      📷 IMG_9101.jpg
      ...
      
  4. Photo Analysis

    • Description: Analyze patterns in your photo library, such as the most common times or days for photo shoots.
    • Input Example:
      {}
    • Expected Output:
      📸 Photo Taking Patterns:
      Total Photos: 200
      ...
      

📚 Example Use-Cases

1. Family & Friends Album Organizer

Want to gather all your family moments in one place? Use the people-search tool with names like "Papa" or "Mom" or "Any Friend" to find photos with specific people.

2. Vacation Highlights

Search for photos from your vacation destination using the location-search tool.

3. Throwback Fun

Curious about your past birthday photos? Use label-search with "Birthday" and relive the fun!

4. Understand Your Photography Habits

Use the photo-analysis tool to understand when and where you take most of your photos. Plan your next shoot accordingly!


⚡ Tips for Best Results

  • Ensure your Photos library is loaded in macOS.
  • Be as specific as possible with search queries for more accurate results.
  • Use fuzzy matching for flexibility when you're unsure of the exact name.
Publicly Shared Threads0

Discover shared experiences

Shared threads will appear here, showcasing real-world applications and insights from the community. Check back soon for updates!

Share your threads to help others
Related MCPs5
  • OpenSearch MCP Server
    OpenSearch MCP Server

    Model Context Protocol server enabling seamless interaction with Opensearch for document search, ind...

    6 tools
    Added May 30, 2025
  • TxtAi Memory Vector Server
    TxtAi Memory Vector Server

    Model Context Protocol server offering advanced semantic search, persistent memory management, tag-b...

    Added May 30, 2025
  • MCP Filesystem Server
    MCP Filesystem Server

    Model Context Protocol server enabling secure, efficient filesystem operations with smart context ma...

    Added May 30, 2025
  • mcp-server-asana
    mcp-server-asana

    Enables seamless interaction with Asana API via Model Context Protocol, providing advanced task, pro...

    22 tools
    Added May 30, 2025
  • Vertex AI MCP Server
    Vertex AI MCP Server

    Provides a Model Context Protocol server enabling advanced interaction with Google Cloud's Vertex AI...

    20 tools
    Added May 30, 2025