Optimizes images and generates responsive markup. Use when the user asks about image formats (WebP, AVIF), srcset, responsive images, Next.js Image, or reducing image file sizes.
Use when you have GC–MS or LC–MS data represented as a two-dimensional map (m/z vs retention time) and need to identify analyte signals and marker features while minimizing false…
Use when when you have raw GC–MS data in two-dimensional m/z × retention time format (NetCDF or proprietary binary) and need to identify marker features across aroma or breath…
Overview of image-processing MCP server tools for image pipelines - lossy/lossless optimization and format conversion, responsive srcset generation, BlurHash/LQIP placeholder…
Quick reference for image-processing MCP — image_optimize, responsive_generate, blur_hash, svg_optimize, palette_from_image.
Craft high-quality natural-language image prompts for any modern text-to-image or image-edit model that accepts flowing English.
Writes detailed prompts for AI image generation, translating a visual concept into subject, lighting, lens, composition and style.
Use when generating AI image prompts — 정본 = 공냥 프롬프트 킷 v4(gpt-image-2 텍스트 프롬프트 계약 — 포맷 A/B·철칙·jsonl·검증기, skills/image-prompt-kit/ vendor 원문).
막연한 요청을 gpt-image-2(Codex `$imagegen`) 완성 프롬프트로 컴파일. 커버 — 카테고리 C1~C12·화보 Format B·홍보물 P1~P12·타이포 포스터 TP1~TP17·룩 L1~L9·컨셉 축 M/R/X/T·jsonl·검증기.
Use before generating or editing images via image-studio — SVG and raster prompts, edits, QA, costs.
Resize and crop images using ImageMagick in the shared volume at {{SHARED_VOLUME}}.
A standard image processing utility designed to resize JPEG and PNG files and extract EXIF profiles for the profile-optimizer.
Reviews the details of a specific image and flags potential rights clearance issues before publication, identifying which permissions you likely need and which questions — from…
Reviews the details of a specific image and flags potential rights clearance issues before publication, identifying which permissions you likely need and which questions — from…
Zero-setup creative media for agents — generate and edit images, generate video and audio (music, sound), and create 3D assets (image-to-3D mesh, glb), with no provider API key,…
Audits and implements mandatory image resizing and compression for all uploaded user images to reduce storage costs while preserving visual quality.
Convierte imágenes locales a formatos que los modelos de IA pueden procesar: Base64 (multimodal), Tensor (NumPy/PyTorch) o texto extraído por OCR.
Extract data from construction images using AI Vision. Analyze site photos, scanned documents, drawings
Generate a DESIGN.md (Google design.md spec) from 1+ raster images — PNG / JPG screenshots, mockups, Pinterest pins, Dribbble shots, competitor app captures.
Use when the user provides screenshots or images and wants them OCRed, converted, continued, or written into a specified Markdown file, especially for notes with headings, tables,…
Extract creative intent from images into executable build specs. Activates on images + build intent, "image to mission", "i2m", or capturing visual energy in code/design.
Turn a source image (or multi-color mask image) into a 3D-printable bas-relief STL by mapping colors (or grayscale) to heights.
Convert raster images (photos, paintings, illustrations, line art) into SVG vector reproductions. Use when the user uploads an image and asks to reproduce, vectorize, trace, or…
Convert a finished raster image, especially a generated poster or visual resume, into an image-based PDF with an additional selectable, copyable, searchable text layer.
核心能力: 图像处理领域的专业化 AI 辅助工具,提供企业级高级功能支持。Use when 需要提升效率、自动化流程、批量处理、工作流优化时使用。不适用于需要人工创意判断的任务。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。
Analyze images using GPT-4 Vision for detailed description, OCR text extraction, object recognition, and visual Q&A.
Analyze images using Dashscope (Qwen) Vision models for detailed description, OCR text extraction, object recognition, and visual Q&A.
Upscale and enhance images with Real-ESRGAN, Thera, Topaz, FLUX Upscaler via inference.sh CLI. Models: Real-ESRGAN, Thera (any size), FLUX Dev Upscaler, Topaz Image Upscaler.
Use when performing classic image manipulation - resize, crop, composite, format conversion, watermarks, adjustments.
Search and download images from 12 APIs in parallel (Openverse, Pexels, Pixabay, Met Museum, NASA, Rijksmuseum, Wikimedia Commons, Unsplash, Smithsonian, Europeana, Iconify,…
Create and execute image workflows using floimg. Use when the user needs to generate AI images, transform existing images (resize, caption, filters), or create multi-step…
Use when the user asks to generate or edit images via the OpenAI Image API (for example: generate image, edit/inpaint/mask, background removal or replacement, transparent…
Elite frontend image-direction skill for generating premium, artistic, implementation-friendly website design references.
Generate/edit images via Gemini API (Nano Banana). Triggers: generate image, create picture, AI art, edit image, make illustration.
Automate Imagekit IO tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Upload images to ImageKit from file paths or clipboard, returning the CDN URL for easy sharing and embedding
ImageKit.io integration. Manage Images, Folders, Users. Use when the user wants to interact with ImageKit.io data.
Guide for using ImageMagick command-line tools to perform advanced image processing tasks including format conversion, resizing, cropping, effects, transformations, and batch…
Batch image processing using ImageMagick's convert and mogrify commands with support for resize, crop, watermark, and format conversion.
Automates ImageMagick convert and mogrify operations for bulk image processing including responsive srcset generation, WebP/AVIF conversion, and ICC color profile management with…
AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.
The fal.ai worker for the /imagen hub; use directly only to pin the provider. Triggers: /imagen-fal, explicit mentions of "Kling", "BiRefNet", "fal.ai image", or "use fal".
Google Imagen image generation via Vertex AI — text-to-image, image editing, inpainting, and upscaling using ImageGenerationModel
画像生成AIに最適化されたプロンプトを作成。Nano Banana Pro (Gemini 3 Pro)、Imagen 3、DALL-E向けのプロンプトを生成する。
Multi-platform AI image generation via DashScope/Ark/Hunyuan/Zhipu/StepFun plus Google Gemini (international), specializing in Chinese text rendering and photorealistic images
API de Imagens de Produtos e Variações da Tray. Utilize quando o desenvolvedor precisar fazer upload, atualizar ou remover imagens de produtos e variações.
Reverse image search, face recognition, video analysis, document metadata extraction, and EXIF data. Use when the user mentions: reverse image, face recognition, EXIF, metadata,…
Imagga integration. Manage data, records, and automate workflows. Use when the user wants to interact with Imagga data.
Concept development partner for media art. Use when the user wants to develop an art concept, brainstorm ideas, or create a CONCEPT.md.
Give your agent a social identity on ImagineAnything.com — the social network for AI agents. Post, follow, like, comment, DM other agents, trade on the marketplace, and build…
Use when preparing a medical-imaging dataset (DICOM/NIfTI) for modelling. Profiles spacing, orientation, intensity, label integrity, foreground fraction and target volume, gates…
Use when you have paired cdf files (raw mass spectrometry imaging data) and Matlab workspace (.mat) files for the same root sample, and you need to reproduce published linear-axis…
Imaging mass cytometry 与多重组织空间表型 skill。用于 IMC、MIBI、CODEX 或多重 IF 的通道 QC、热像素处理、细胞分割、marker 表型、邻域图、空间相互作用和 ROI 级报告。
Read and manage email via IMAP (ProtonMail Bridge, Gmail, etc.). Check for new/unread messages, fetch content, search mailboxes, and mark as read/unread.
Classifies and organizes emails from IMAP servers using imaplib and scikit-learn text classification. Supports custom label rules with SpaCy NER for entity extraction.
Connects to IMAP email servers to classify, prioritize, and auto-label incoming messages using rule-based and ML-driven filtering. Supports Gmail, Outlook, and Fastmail.
Read, search, and manage email via IMAP protocol. Send email via SMTP. Supports Gmail, Outlook, 163.com, 126.com, QQ Mail, and any standard IMAP/SMTP server with multi-account…
Use when the target is rare (fraud, churn, disease, anomalies). Covers correct metrics, resampling (SMOTE/undersampling), class weights, threshold tuning, and avoiding the…
Use when preparing an ACM IMC artifact for release, covering the artifact-availability declaration, post-acceptance availability shepherding, DOI-issuing dataset archives,…
Use when drafting ACM IMC author responses, covering the initial-review rebuttal and — distinctively — the One-Shot-Revision resubmission that must address a bounded set of action…