Bowman Prospects

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This Model Context Protocol (MCP) server provides a comprehensive suite of tools for evaluating Bowman Prospects Baseball cards, catering to collectors and enthusiasts alike. It integrates advanced image recognition capabilities, powered by a fine-tuned CLIP model with high accuracy, to identify crucial card details such as rarity (e.g., Chrome, Blue, Atomic), player information, and grading status. Complementing this visual analysis, the server retrieves extensive player statistics from both Major and Minor Leagues, including advanced metrics, and provides real-time market pricing data to offer a holistic view of a card's potential and current value. Designed for integration with Claude Desktop, it empowers users to make data-driven decisions regarding their baseball card investments and collections.

Características Principales

• Retrieves comprehensive Major and Minor League player statistics, including advanced metrics (WAR, DRS, OPS+).
• Parses data from various sports card and baseball statistics websites using DeepSeek API.
• AI-powered card classification using a fine-tuned CLIP model and EasyOCR for image recognition.
• Provides current market prices and sales volume data for specific baseball cards and grades.
• Supports custom model training with configurable parameters using CPU or GPU.
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Casos de Uso

• Automated valuation and detailed analysis of Bowman Prospects baseball cards.
• Evaluating player potential and performance based on career statistics.
• Tracking market trends and pricing for specific baseball card types and grades.