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bowman-prospects-mcp

Verified Safe

by kayoMichael

Overview

Classifies Bowman Prospects baseball cards, provides player statistics, and retrieves market pricing data to assess card value.

Installation

Run Command
python context/main.py

Environment Variables

  • DEEPSEEK_API_KEY
  • BRAVE_API_KEY

Security Notes

The system generally follows good practices for handling secrets (environment variables) and database interactions (parameterized queries). File system operations for image downloads and dataset creation employ filename sanitization. HTML parsing includes some sanitization before passing to the LLM. The primary inherent risk is from processing untrusted inputs (images for OCR, scraped HTML for LLM parsing) and relying on the integrity of the fine-tuned CLIP model and external APIs.

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Stats

Interest Score0
Security Score8
Cost ClassHigh
Avg Tokens3000
Stars0
Forks0
Last Update2025-12-01

Tags

Baseball CardsImage RecognitionCLIP ModelOCRPlayer StatisticsMarket DataLLM Agent