MCP For Claude Marketplace
Portfolio Image Selection Score

Portfolio Image Selection Score MCP Connector for Claude

A+

Ranks portfolio assets using weighted criteria like quality, relevance, and variety.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides a specialized ranking engine for portfolio management. It allows AI agents to evaluate sets of assets against user-defined weights for five key dimensions: Quality, Relevance, Variety, Recency, and Rights Clearance. Using the rank_portfolio_assets tool, agents can identify the optimal selection of images for specific project needs. The system also includes validate_weight_distribution to ensure mathematical accuracy and filter_by_rights_status to ensure legal compliance for selected assets.

portfoliorankingimage-selectionasset-managementscoring

4 tools expose this connector's capabilities to your AI agent.

calculate_variety_penalty

filter_by_rights_status

rank_portfolio_assets

0 Ranks portfolio assets based on weighted criteria

validate_weight_distribution

See how to talk to your AI agent using Portfolio Image Selection Score.

Rank these assets: [{'id': 'img1', 'quality': 0.9, 'relevance': 0.8, 'variety': 0.5, 'recency': 0.7, 'rights_clearance': 1.0}, {'id': 'img2', 'quality': 0.7, 'relevance': 0.9, 'variety': 0.6, 'recency': 0.4, 'rights_clearance': 1.0}] with weights {'quality': 0.4, 'relevance': 0.4, 'variety': 0.1, 'recency': 0.1, 'rights_clearance': 0.0}

[{'id': 'img1', 'total_score': 0.81}, {'id': 'img2', 'total_score': 0.76}]

Check if these weights are valid: {'quality': 0.5, 'relevance': 0.5}

{"valid": false, "errors": ["variety, recency, and rights_clearance are missing"]}

Filter these assets for full rights: [{'id': 'a1', 'rights_clearance': 1.0}, {'id': 'a2', 'rights_clearance': 0.5}]

[{'id': 'a1', 'rights_clearance': 1.0}]

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.

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