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maintenanceAn MCP server that visually reviews UI edit requests by comparing screenshots before and after edits, ensuring changes satisfy user requests.
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"Understanding Frontend and Backend Development" matching MCP servers:
- Alicense-qualityDmaintenanceAn MCP server that uses Google's Gemini API to analyze videos and convert them to text descriptions that Claude Code can understand and act upon.Last updated37MIT
- Alicense-qualityDmaintenanceEnables visual review of UI edits by comparing before and after screenshots, returning whether the edit satisfies the request.Last updated23MIT
- Alicense-qualityDmaintenanceA streamlined MCP server for XMP metadata embedding with beautiful formatting and smart filename indicators, enabling metadata embedding, reading, validation, and report generation for lifestyle, product, and orbit schemas.Last updatedMIT
- AlicenseAqualityDmaintenanceAn MCP server that reviews UI edit requests by comparing before and after screenshots, providing visual feedback on whether changes satisfy the user's requirements.Last updated12315GPL 2.0
- AlicenseAqualityDmaintenanceEnables AI agents to analyze videos and images using Qwen3-VL deployed on Modal, supporting hours-long videos with timestamp grounding, text extraction, video summarization, and Q\&A with 256K context window.Last updated83MIT
- AlicenseBqualityDmaintenanceEnables AI agents to analyze, summarize, and extract text from videos and images using the Qwen3-VL-8B-Instruct model deployed on Blaxel. It supports media analysis via URL, including video Q\&A and speech transcription capabilities.Last updated7MIT
- AlicenseAqualityAmaintenanceMCP server for MarkItUp's AI image-annotation pipeline. Generate polished marketing-visual variations of any screenshot, regenerate, AI outpaint, and remove backgrounds — powered by Claude analysis + Gemini rendering.Last updated5432MIT
- Alicense-qualityDmaintenanceAn MCP server that gives LLM clients access to a SQL Server database and the local filesystem, including file operations and image handling.Last updated747MIT
- Flicense-qualityCmaintenanceEnables AI assistants to search, download, and generate visual content using Freepik APIs, including icon search, image generation, and resource management.Last updated
- FlicenseAqualityBmaintenanceEnables text-only agents to process images by accepting image files, base64 data, or URLs, sending them to multimodal models, and returning structured text results via MCP.Last updated4
- AlicenseAqualityAmaintenanceA Node.js MCP server that enables image understanding by calling the MIMO multimodal model, supporting local file paths and URLs.Last updated124MIT
- AlicenseAqualityCmaintenanceAugments DeepSeek-V4 with image understanding and deep research capabilities via MCP, enabling vision and web research tools.Last updated51MIT
- AlicenseAqualityCmaintenanceMCP server that allows AI coding agents to search, download, and convert stock photos from Pexels, Unsplash, and Pixabay into WebP format for direct use in web development projects.Last updated3212MIT
- FlicenseAqualityBmaintenanceProvides image understanding capabilities to coding models without vision support by automatically invoking a vision model and returning text descriptions, enabling seamless context-aware coding with images.Last updated12
- AlicenseAqualityAmaintenanceMulti-model vision understanding MCP server that provides unified image analysis for AI assistants without native vision, supporting models like GLM-4.6V, DeepSeek-OCR, Qwen3-VL-Flash, and more.Last updated11,29693MIT
- AlicenseAqualityBmaintenanceA lightweight Node.js MCP server that integrates Alibaba Cloud's Qwen models, providing vision understanding, real-time web search, and general chat capabilities through three ready-to-use tools.Last updated3MIT
- AlicenseAqualityBmaintenanceEnables non-multimodal models to see images by providing MCP tools for image understanding and OCR, backed by any OpenAI-compatible vision model.Last updated2MIT
- AlicenseAqualityBmaintenanceEnables understanding local or network images via ZhipuAI's free vision model (glm-4.6v-flash), returning Chinese descriptions or answers to questions. Supports multiple images for comparison and optional model switching.Last updated11Apache 2.0
- AlicenseAqualityAmaintenanceEnables Claude Code and other AI agents to understand videos and images via Qwen3.7-Plus, supporting native video analysis, image understanding, and convenience tools like summarization and OCR.Last updated53561MIT