AI Vision Review: Free Image Analysis & Inspection Tool

AI Vision Review: Free Image Analysis & Inspection Tool

AI Vision Review is an AI agent skill designed to facilitate the analysis, identification, inspection, and description of images or screenshots. Users can leverage this tool to identify visual issues such as text overlap, overflow, misalignment, detect watermarks or logos, and convert image content into text.

What this skill does

• Analyzes and describes the content of images or screenshots.
• Identifies visual issues including text overlap, overflow, and layout misalignments.
• Detects watermarks and logos within images.
• Converts image content into text using Optical Character Recognition (OCR).
• Supports batch processing of images with auto-compression to JPEG format.
• Offers both natural language and structured JSON output formats for flexible data handling.
• Utilizes a fault-tolerant engine selection mechanism for reliable performance.

Who it is for

AI Vision Review is designed for developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex. It assists those requiring automated image analysis and inspection capabilities.

Use cases

• Software developers needing to automate the process of identifying UI/UX visual issues in screenshots.
• Content managers who must ensure brand compliance by detecting unauthorized watermarks or logos in digital media.
• Development teams seeking to extract text from images for further processing or analysis.

Technical details

• Primary engine: Zhipu GLM-4V-Flash with optional engines like SiliconFlow Qwen3-VL and Google Gemini for enhanced flexibility.
• Environment variable-based key management ensures secure access to API keys without embedding them into the skill code.
• Structured output is provided in JSON format, compatible with Modlens, including summaries, OCR full text, layout, semantics, visual attributes, and uncertainty data.
• Batch processing adapts image resolution based on the number of images, with automatic fallback to engines with larger output budgets as needed.

Source & Licence

This package is built on open-source work published by MJorgin (MJorgin/dsh-media-skills) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.