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Connect Portfolio Image Selection Score 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. Pick the best assets for any project using weighted scoring.

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 Portfolio Image Selection Score.

  1. 01

    Calculate variety penalty

    This capability calculates a penalty score to prevent your asset selection from being too repetitive. It helps your agent pick a diverse set of images.

  2. 02

    Filter by rights status

    This capability filters your asset list to ensure legal compliance. It isolates only the images that meet your specific rights clearance requirements.

  3. 03

    Rank portfolio assets

    This capability ranks your media assets using a weighted scoring system. It evaluates each item against your specific criteria for quality, relevance, and other metrics.

  4. 04

    Validate weight distribution

    This capability checks your scoring weights to ensure they are mathematically sound. It confirms that all required dimensions are accounted for before you run a ranking.

Real work

What teams actually run

01

Campaign Asset Selection

An agent picks the best images from a library to match a specific brand's quality and style requirements.

02

Rights Management

A user filters a massive collection to find only the images cleared for commercial use.

03

Portfolio Curation

The MCP ranks a photographer's work to find the most relevant shots for a new client pitch.

04

Content Diversity Checks

The system ensures a social media schedule doesn't use too many similar-looking photos.

One connector, every AI

Portfolio Image Selection Score 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 Portfolio Image Selection Score 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

913ms average. Fast in production.

Portfolio Image Selection Score is checked daily against the live service.

Daily averagePeak 1167ms
Oct 3Today
Fastest day
740ms
Slowest day
1167ms
14-day trend
Slowing+29%

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 Portfolio Image Selection Score, so you can see the experience inside your AI.

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

Portfolio Image Selection Score Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_GbsBPTSofpbQTYIqgc8A8I07sgj8i9jl15IoDWWn/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 — Portfolio Image Selection Score capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "portfolio-image-selection-score-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_GbsBPTSofpbQTYIqgc8A8I07sgj8i9jl15IoDWWn/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 Portfolio Image Selection Score in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Portfolio Image Selection Score owners hand off.

This MCP is built for professionals managing large-scale digital asset libraries who need to automate the selection process.

  • 01

    Digital Asset Managers

    They hand off the task of sorting through thousands of files to the AI agent.

  • 02

    Creative Directors

    They use the capability to quickly find the best visual options for a specific creative brief.

  • 03

    Media Buyers

    They rely on the rights clearance filtering to ensure all selected assets are legally safe to use.

FAQ

Questions Portfolio Image Selection Score owners ask.

  • 01

    What dimensions can I use to rank my assets?

    You can rank assets using Quality, Relevance, Variety, Recency, and Rights Clearance.

  • 02

    How does the MCP handle legal compliance?

    The filter_by_rights_status capability allows your agent to isolate only the assets that meet your specific legal requirements.

  • 03

    Can I prevent my AI from picking too many similar images?

    Yes, the calculate_variety_penalty capability helps ensure your selection remains diverse.

  • 04

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you. You just connect your client and start working.

  • 05

    What happens if my weights don't add up?

    The validate_weight_distribution capability checks your weights to ensure they are mathematically correct and complete.

  • 06

    How are the assets ranked?

    Assets are ranked by calculating a total score: the sum of each dimension's score multiplied by its assigned weight. In the event of a tie, the asset with the higher individual quality score is ranked higher.

  • 07

    Can I ensure my weights are valid?

    Yes, you can use the validate_weight_distribution capability to verify that your weights are non-negative and sum exactly to 1.0.

  • 08

    How does the system handle legal usage?

    The filter_by_rights_status capability allows you to filter assets based on a hierarchy of clearance levels: full, limited, or none.

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