Why this server?
This server provides tools for image, audio, and video recognition using Google's Gemini AI, which can be used to identify image content.
AlicenseBqualityCmaintenanceProvides tools for image, audio, and video recognition using Google's Gemini AI through the Model Context Protocol.Last updated310MITWhy this server?
This server provides desktop automation and screenshot capabilities, enabling LLMs to capture screenshots and thus 'see' the content of an image.
Alicense-qualityCmaintenanceA Model Context Protocol server that provides desktop automation capabilities using RobotJS and screenshot capabilities, enabling LLMs to control mouse movements, keyboard inputs, and capture screenshots of the desktop environment.Last updated6026MITWhy this server?
Enables AI agents to interact with web browsers using natural language, featuring vision-based element detection, helpful for identifying images on webpages.
Alicense-qualityCmaintenanceEnables AI agents to interact with web browsers using natural language, featuring automated browsing, form filling, vision-based element detection, and structured JSON responses for systematic browser control.Last updated58MITWhy this server?
Extracts audio content from videos across 1000+ streaming websites, useful for understanding the content surrounding a video, even if the video itself can't be directly 'seen'.
Alicense-qualityDmaintenanceA service that extracts and transcribes audio content from videos across 1000+ streaming websites including YouTube, Bilibili, TikTok, and Twitter, supporting multiple transcription providers like Deepgram, Gladia, Speechmatics, and AssemblyAI.Last updated27MITWhy this server?
Enables Claude to generate and upscale images through the Letz AI API, allowing users to create images that can then be analyzed by other vision tools.

Letz AI MCPofficial
FlicenseBqualityDmaintenanceA Model Context Protocol server that enables Claude to generate and upscale images through the Letz AI API, allowing users to create images directly within Claude conversations.Last updated22Why this server?
Maps JavaScript error stack traces back to original source code, extracting context information, which, while not directly image-related, could indirectly aid in understanding the context of images within a web application.
AlicenseAqualityCmaintenanceEnables mapping JavaScript error stack traces back to original source code, extracting context information to help developers locate and fix issues.Last updated3732MITWhy this server?
Extracts images from URLs or base64 data and converts them into a format suitable for LLM analysis, allowing AI models to process and understand visual content from online sources.
AlicenseAqualityBmaintenanceA Model Context Protocol server that extracts images from URLs or base64 data and converts them into a format suitable for LLM analysis, allowing AI models to process and understand visual content.Last updated33421MITWhy this server?
A powerful image generation system that allows creation of high-quality AI-generated images, which are then indirectly 'identified' as content.
Alicense-qualityCmaintenancePowerful image generation system leveraging multiple Stable Diffusion models (flux-schnell, flux-dev, sdxl, sd3, sd15) for creating high-quality AI-generated images with precise customization.Last updated17MITWhy this server?
Offers HTML file preview and analysis capabilities, enabling capturing full-page screenshots of local HTML files, which can then be processed as images.
AlicenseBqualityCmaintenanceProvides HTML file preview and analysis capabilities. This server enables capturing full-page screenshots of local HTML files and analyzing their structure.Last updated224MIT