Connect Family Photo Counter to ChatGPT, Claude and Gemini
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. Track and count your digital photo collections through your AI client.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
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.

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.
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.
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.
Complete set · 4 capabilities
The complete Family Photo Counter capability set.
These are the exact actions your AI can choose when you ask it to work with Family Photo Counter.
01-04
4 capabilities in this set.
Part of 4 available through Family Photo Counter.
- 01
Get album details
This capability retrieves specific information about a single album. It provides the metadata and context needed to understand that collection.
- 02
List albums
This capability returns a flat list of every album available in your system. You can also include a search query to filter the results by name.
- 03
Find photos by album
This capability provides a list of photo IDs located directly within a single album. It does not include photos from sub-albums.
- 04
Count album photos
This capability calculates the total number of photos within a specific album. It includes every photo found in any nested sub-albums.
One connector, every AI
Family Photo Counter 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Family Photo Counter 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
962ms average. Fast in production.
Family Photo Counter is checked daily against the live service.
- Fastest day
- 893ms
- Slowest day
- 1096ms
- 14-day trend
- Stable+3%
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 Family Photo Counter, so you can see the experience inside your AI.
It does not authenticate your account with Family Photo Counter. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Family Photo Counter Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_iWwtXQGFfgDrXRbA8pcWnyHmaECFCo3CND1Gj9y3/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Family Photo Counter capabilities are ready to use.
{
"mcpServers": {
"family-photo-counter-mcp": {
"url": "https://edge.vinkius.com/vk_preview_iWwtXQGFfgDrXRbA8pcWnyHmaECFCo3CND1Gj9y3/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? How to give Claude access to Family Photo Counter
Who it's for
Built for the work Family Photo Counter owners hand off.
This is for anyone managing large digital photo libraries who wants to use AI to audit or organize their collections.
- 01
Digital Archivists
They hand off the task of counting and auditing large photo hierarchies to their AI agent.
- 02
Family Historians
They use the AI to quickly find and quantify specific eras or events in their photo history.
- 03
Data Organizers
They use the capability to verify the contents of nested folders without manual browsing.
FAQ
Questions Family Photo Counter owners ask.
- 01
How does the photo counting work for sub-folders?
The count_album_photos capability is recursive. It counts every photo in the main album and everything inside its sub-albums.
- 02
Can I search for specific albums by name?
Yes. You can use the list_albums capability and provide a search query to filter for the specific name you want.
- 03
Does this MCP work with Claude or Cursor?
Yes. This MCP works with any MCP-compatible client, including Claude, Cursor, and Windsurf.
- 04
Will it show me photos in sub-folders when I list a single album?
No. The find_photos_by_album capability only lists the IDs for photos directly inside that specific album.
- 05
Do I need to host this myself?
No. Vinkius hosts and manages the MCP for you. You just connect your client and start using it.
- 06
How does the photo count work for nested albums?
By using the count_album_photos capability, the system calculates a recursive total that includes all photos in the target album and all its sub-albums.
- 07
Can I search for a specific album?
Yes, you can use the list_albums capability with a search query to filter and find specific albums by name.
- 08
Does this capability show photos in sub-albums when listing album contents?
No, the find_photos_by_album capability only returns photos directly inside the specified album, not those in nested sub-albums.
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Connect Family Photo Counter to Claude, Cursor, ChatGPT & more
