How do I connect this MCP to my AI client?

Once you subscribe on Vinkius, you can connect any MCP-compatible client like Claude, Cursor, or Windsurf with one click.

Do I need my own Flickr API key?

Yes, you will need to create an app in the Flickr App Garden to get an API key for authentication.

Can I see the actual image files?

The MCP provides source URLs and metadata that your AI client can use to show or reference the images.

Is this limited to just searching photos?

No, you can also search for groups, list user albums, and track trending tags.

Does this work with any AI agent?

It works with any client that supports the Model Context Protocol, including Claude, Cursor, and Windsurf.

How do I get a Flickr API Key?

Visit the Flickr App Garden, choose 'Apply for your Key online', and follow the prompts to create a non-commercial or commercial app.

Can I search for photos in a specific user's album?

Yes! Use the get_album_photos capability and provide the user_id (NSID) and the photoset_id to retrieve the contents of a specific public album.

How do I find a user's NSID?

You can find the NSID in the user's profile URL or by using external lookup capabilities. It usually looks like 12345678@N00.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Flickr 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. Turn your AI agent into a professional photography researcher.

Ask AI about this Connector

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.

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 · 12 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 12 available through Flickr.

01
Get recent photos
This capability pulls the latest public photos uploaded to Flickr.
02
Get group photos
Use this to grab photos from a specific Flickr group pool.
03
Get album photos
This capability retrieves all photos contained within a specific album.
04
Get interesting photos
Your agent uses this to find photos currently marked as interesting by Flickr's algorithms.

Capability set02 / 03

05-08

4 capabilities in this set.

Part of 12 available through Flickr.

05
Get user albums
This capability lists all public photosets belonging to a specific user.
06
Get user info
Get profile details and information for a specific Flickr user.
07
Get user popular tags
This capability identifies the most common tags used by a specific user.
08
Get user public photos
Access the full collection of public photos from a specific user account.

Capability set03 / 03

09-12

4 capabilities in this set.

Part of 12 available through Flickr.

09
Search groups
Use this to find specific Flickr communities and groups.
10
Search photos
This capability performs keyword searches across the public Flickr photo database.
11
Get hot tags
Your agent uses this to see which tags are currently trending on the platform.
12
Get photo info
Retrieve granular technical metadata and details for a single photo.

Real work

What teams actually run

Mood Board Creation

Ask your agent to find specific visual styles to quickly gather reference images.

Trend Analysis

Use the hot tags capability to see what visual themes are gaining traction.

Asset Research

Pull technical dimensions and source URLs for specific public images.

Community Mapping

Identify niche photography groups to understand specific visual subcultures.

Automate a task

Put Flickr to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Flickr 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.

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

You don't need a client to put Flickr 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

921ms average. Fast in production.

Flickr is checked daily against the live service.

Daily averagePeak 1174ms

Oct 3Today

Fastest day: 644ms
Slowest day: 1174ms
14-day trend: Stable-2%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 12 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 Flickr, so you can see the experience inside your AI.

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

Flickr Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_09pkDKXlueeqsd3E8kBUwRq3aaxxDJjklvLD511A/mcp

Claude 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 — Flickr capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "flickr-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_09pkDKXlueeqsd3E8kBUwRq3aaxxDJjklvLD511A/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 Flickr in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Flickr owners hand off.

This MCP is designed for professionals who need to pull visual data into their existing AI workflows.

01
Content Curators
They use the agent to find reference images for mood boards.
02
Creative Strategists
They hand off trend monitoring and tag analysis to the agent.
03
Developers
They use the capability to feed photo metadata into custom dashboards.

FAQ

Questions Flickr owners ask.

01
How do I connect this MCP to my AI client?
Once you subscribe on Vinkius, you can connect any MCP-compatible client like Claude, Cursor, or Windsurf with one click.
02
Do I need my own Flickr API key?
Yes, you will need to create an app in the Flickr App Garden to get an API key for authentication.
03
Can I see the actual image files?
The MCP provides source URLs and metadata that your AI client can use to show or reference the images.
04
Is this limited to just searching photos?
No, you can also search for groups, list user albums, and track trending tags.
05
Does this work with any AI agent?
It works with any client that supports the Model Context Protocol, including Claude, Cursor, and Windsurf.
06
How do I get a Flickr API Key?
Visit the Flickr App Garden, choose 'Apply for your Key online', and follow the prompts to create a non-commercial or commercial app.
07
Can I search for photos in a specific user's album?
Yes! Use the get_album_photos capability and provide the user_id (NSID) and the photoset_id to retrieve the contents of a specific public album.
08
How do I find a user's NSID?
You can find the NSID in the user's profile URL or by using external lookup capabilities. It usually looks like 12345678@N00.

Explore

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

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Get recent photos

Get group photos

Get album photos

Get interesting photos

05-08

Get user albums

Get user info

Get user popular tags

Get user public photos

09-12

Search groups

Search photos

Get hot tags

Get photo info

What teams actually run

Mood Board Creation

Trend Analysis

Asset Research

Community Mapping

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

Flickr Connector

Claude Desktop

Content Curators

Creative Strategists

Developers

How do I connect this MCP to my AI client?

Do I need my own Flickr API key?

Can I see the actual image files?

Is this limited to just searching photos?

Does this work with any AI agent?

How do I get a Flickr API Key?

Can I search for photos in a specific user's album?

How do I find a user's NSID?

Flickr Photo Discovery AI Connector

PhotoPrism AI Connector

ImageKit (Media Optimization & DAM) AI Connector

Later (Social Media Management) AI Connector

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