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Connect Photo Library Deduplication Plan to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Clean up redundant photo files and reclaim your storage space.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Photo Library Deduplication.

  1. 01

    Select master files

    This capability determines which specific file in a duplicate group is the best one to keep.

  2. 02

    Analyze recovery impact

    This capability calculates the total storage space you will gain by following a deduplication plan.

  3. 03

    Find duplicate groups

    This capability identifies sets of photo records that are exact duplicates. It groups files based on matching technical metadata.

  4. 04

    Validate deduplication safety

    This capability runs a check to make sure your proposed cleanup won't delete unique images.

Real work

What teams actually run

01

Massive Photo Cleanup

Identify and remove thousands of duplicate images from a single backup drive.

02

Storage Optimization

Calculate how much space you'll get back before clearing out redundant files.

03

Media Library Auditing

Check a list of photo metadata to find exact duplicates across different folders.

04

Safe Deduplication

Verify that a cleanup plan won't delete important, unique photos.

One connector, every AI

Photo Library Deduplication works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Photo Library Deduplication to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

961ms average. Fast in production.

Photo Library Deduplication is checked daily against the live service.

Daily averagePeak 1293ms
Sep 29Today
Fastest day
734ms
Slowest day
1293ms
14-day trend
Improving-32%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Photo Library Deduplication, so you can see the experience inside your AI.

It does not authenticate your account with Photo Library Deduplication. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Photo Library Deduplication Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_4g8T0vvzaXCkGU4pJrJEnxg5RjZ2zcricTICmFNI/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Photo Library Deduplication capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "photo-library-deduplication-plan-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4g8T0vvzaXCkGU4pJrJEnxg5RjZ2zcricTICmFNI/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Photo Library Deduplication in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Photo Library Deduplication owners hand off.

This is for anyone managing large-scale digital assets who needs to clean up storage without manual sorting.

  • 01

    Digital Asset Managers

    They hand off large file lists to the AI to identify redundant media assets.

  • 02

    Photographers

    They use the agent to find and remove duplicate shots from massive shoots.

  • 03

    System Administrators

    They use the capability to manage storage impact and optimize disk space on media servers.

FAQ

Questions Photo Library Deduplication owners ask.

  • 01

    How does this MCP find duplicates?

    It uses technical metadata like file hashes, capture times, and dimensions to find exact matches.

  • 02

    Can I use this with Claude?

    Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    Will I lose unique photos?

    The MCP includes a validation capability specifically designed to check that your plan won't result in the loss of unique files.

  • 04

    How much space can I save?

    You can use the analyze_recovery_impact capability to see the exact amount of storage space you will recover.

  • 05

    Does it pick the best photo to keep?

    Yes, the select_master_files capability determines which file in a duplicate group is the best one to keep.

  • 06

    How does the system identify a duplicate?

    A photo is considered an exact duplicate if it shares the same file hash, capture time, and dimensions.

  • 07

    How is the master file chosen?

    The system uses deterministic rules: it prioritizes the file with the shortest storage path. If paths are equal, it selects the one with the most recent timestamp.

  • 08

    Is it safe to run the deduplication plan?

    Yes, you can use validate_deduplication_safety to verify that the proposed deletions will not result in the loss of any unique files.

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