{"name":"GPT Image Hub","description":"Agent-readable prompt library, image generation workspace, public prompt dataset, OpenAPI API, and MCP tools for GPT Image 2 and compatible image models.","updated_at":"2026-10-25T10:43:34.687Z","canonical_url":"https://www.gptimagehub.com/","supported_locales":["en","zh-CN","zh-TW","ja","ko","es","pt-BR","fr","de","it","ru","ar","hi","tr","id","vi","th","pl"],"preferred_citation_url":"https://www.gptimagehub.com/","external_resources":[{"id":"github","name":"GitHub prompt dataset","url":"https://github.com/jqy-yo/gptimagehub-prompts","kind":"dataset-snapshot","description":"Attributed CC BY 4.0 prompt snapshot, preview gallery, and generated examples. This licensed subset is not the complete live library."},{"id":"huggingface","name":"Hugging Face dataset","url":"https://huggingface.co/datasets/jqyyyy/gptimagehub-prompts","kind":"dataset-snapshot","description":"Download and explore the same licensed prompt snapshot published on GitHub. Individual image rights remain with their respective owners."},{"id":"mcpRegistry","name":"Official MCP Registry listing","url":"https://registry.modelcontextprotocol.io/?q=io.github.jqy-yo%2Fgptimagehub","kind":"mcp-registry","description":"Registry entry for io.github.jqy-yo/gptimagehub, connecting agents to the website's public MCP tools."}],"content_boundaries":{"public":["Prompt library pages","Prompt detail pages","Model guide pages","Prompt engineering guides","Public dataset exports","Public API and MCP discovery metadata"],"private":["Account pages","Admin pages","Authenticated generation history","Billing and API key management data"]},"discovery":{"llms_txt":"https://www.gptimagehub.com/llms.txt","llm_txt_alias":"https://www.gptimagehub.com/llm.txt","llms_full_txt":"https://www.gptimagehub.com/llms-full.txt","sitemap_index":"https://www.gptimagehub.com/sitemap-index.xml","robots_txt":"https://www.gptimagehub.com/robots.txt","openapi":"https://www.gptimagehub.com/openapi.json","api_catalog":"https://www.gptimagehub.com/.well-known/api-catalog","mcp_server_card":"https://www.gptimagehub.com/.well-known/mcp/server-card.json","agent_skills":"https://www.gptimagehub.com/.well-known/agent-skills/index.json","dataset_manifest":"https://www.gptimagehub.com/datasets/prompts-manifest.json","dataset_schema":"https://www.gptimagehub.com/datasets/prompts.schema.json"},"agent_apis":{"search_prompts":"https://www.gptimagehub.com/api/agent/prompts?q={query}&category={slug}&locale={locale}&limit={limit}","get_prompt":"https://www.gptimagehub.com/api/agent/prompts/%7Bslug%7D?locale={locale}","list_categories":"https://www.gptimagehub.com/api/agent/categories?locale={locale}","markdown_negotiation":"https://www.gptimagehub.com/api/agent/markdown?path={path}"},"datasets":{"prompt_count":1516,"usage_guide_count":38,"category_count":14,"jsonl":"https://www.gptimagehub.com/datasets/prompts.jsonl","csv":"https://www.gptimagehub.com/datasets/prompts.csv","schema":"https://www.gptimagehub.com/datasets/prompts.schema.json","categories":[{"slug":"3d-render","name":"3D Render","prompt_count":17,"page_url":"https://www.gptimagehub.com/library/category/3d-render","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/3d-render/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/3d-render/prompts.csv"},{"slug":"anime-manga","name":"Anime / Manga","prompt_count":31,"page_url":"https://www.gptimagehub.com/library/category/anime-manga","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/anime-manga/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/anime-manga/prompts.csv"},{"slug":"character-design","name":"Character Design","prompt_count":36,"page_url":"https://www.gptimagehub.com/library/category/character-design","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/character-design/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/character-design/prompts.csv"},{"slug":"cinematic","name":"Cinematic / Film Still","prompt_count":37,"page_url":"https://www.gptimagehub.com/library/category/cinematic","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/cinematic/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/cinematic/prompts.csv"},{"slug":"concept-art","name":"Concept Art","prompt_count":15,"page_url":"https://www.gptimagehub.com/library/category/concept-art","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/concept-art/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/concept-art/prompts.csv"},{"slug":"game-asset","name":"Game Asset","prompt_count":25,"page_url":"https://www.gptimagehub.com/library/category/game-asset","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/game-asset/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/game-asset/prompts.csv"},{"slug":"infographic","name":"Infographic / Education","prompt_count":97,"page_url":"https://www.gptimagehub.com/library/category/infographic","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/infographic/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/infographic/prompts.csv"},{"slug":"logo-branding","name":"Logo & Branding","prompt_count":21,"page_url":"https://www.gptimagehub.com/library/category/logo-branding","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/logo-branding/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/logo-branding/prompts.csv"},{"slug":"other","name":"Other","prompt_count":61,"page_url":"https://www.gptimagehub.com/library/category/other","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/other/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/other/prompts.csv"},{"slug":"portrait-photography","name":"Portrait & Photography","prompt_count":815,"page_url":"https://www.gptimagehub.com/library/category/portrait-photography","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/portrait-photography/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/portrait-photography/prompts.csv"},{"slug":"poster-illustration","name":"Poster & Illustration","prompt_count":219,"page_url":"https://www.gptimagehub.com/library/category/poster-illustration","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/poster-illustration/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/poster-illustration/prompts.csv"},{"slug":"product-ecommerce","name":"Product & E-commerce","prompt_count":49,"page_url":"https://www.gptimagehub.com/library/category/product-ecommerce","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/product-ecommerce/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/product-ecommerce/prompts.csv"},{"slug":"social-media","name":"Social Media","prompt_count":35,"page_url":"https://www.gptimagehub.com/library/category/social-media","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/social-media/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/social-media/prompts.csv"},{"slug":"ui-ux-design","name":"UI / UX Design","prompt_count":58,"page_url":"https://www.gptimagehub.com/library/category/ui-ux-design","jsonl_url":"https://www.gptimagehub.com/datasets/prompts/by-category/ui-ux-design/prompts.jsonl","csv_url":"https://www.gptimagehub.com/datasets/prompts/by-category/ui-ux-design/prompts.csv"}]},"models":[{"id":"gpt-image-2-saver","label":"GPT IMAGE 2 Saver","provider":"openai","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9","9:21","2:1","1:2","3:1","1:3"],"supported_qualities":["1K","2K","4K"],"quality_levels":["low","medium","high"],"reference_image_limit":14,"page_url":"https://www.gptimagehub.com/models/gpt-image-2-saver"},{"id":"gpt-image-2","label":"GPT IMAGE 2","provider":"openai","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9","9:21","2:1","1:2","3:1","1:3"],"supported_qualities":["1K","2K","4K"],"quality_levels":["low","medium","high"],"reference_image_limit":16,"page_url":"https://www.gptimagehub.com/models/gpt-image-2"},{"id":"gpt-image-2-5-flare","label":"GPT IMAGE 2.5 Flare","provider":"openai","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9","9:21","2:1","1:2","3:1","1:3"],"supported_qualities":["1K","2K","4K"],"quality_levels":["low","medium","high","xhigh","max"],"reference_image_limit":16,"page_url":"https://www.gptimagehub.com/models/gpt-image-2-5-flare"},{"id":"gpt-image-2-5-sunburst","label":"GPT IMAGE 2.5 Sunburst","provider":"openai","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9","9:21","2:1","1:2","3:1","1:3"],"supported_qualities":["1K","2K","4K"],"quality_levels":["low","medium","high","xhigh","max"],"reference_image_limit":16,"page_url":"https://www.gptimagehub.com/models/gpt-image-2-5-sunburst"},{"id":"nanobanana2","label":"Nano Banana 2","provider":"gemini","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9"],"supported_qualities":["1K","2K","4K"],"quality_levels":[],"reference_image_limit":14,"page_url":"https://www.gptimagehub.com/models/nanobanana2"},{"id":"nanobananapro","label":"Nano Banana Pro","provider":"gemini","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9"],"supported_qualities":["1K","2K","4K"],"quality_levels":[],"reference_image_limit":14,"page_url":"https://www.gptimagehub.com/models/nanobananapro"},{"id":"nanobanana2-1","label":"Nano Banana 2.1","provider":"gemini","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9"],"supported_qualities":["1K","2K","4K"],"quality_levels":[],"reference_image_limit":14,"page_url":"https://www.gptimagehub.com/models/nanobanana2-1"},{"id":"nanobanana","label":"Nano Banana","provider":"gemini","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9"],"supported_qualities":["1K"],"quality_levels":[],"reference_image_limit":3,"page_url":"https://www.gptimagehub.com/models/nanobanana"},{"id":"nanobanana2-lite","label":"Nano Banana 2 Lite","provider":"gemini","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9"],"supported_qualities":["1K"],"quality_levels":[],"reference_image_limit":3,"page_url":"https://www.gptimagehub.com/models/nanobanana2-lite"},{"id":"seedream-4-0","label":"Seedream 4.0","provider":"bytedance","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9","9:21","2:1","1:2","3:1","1:3"],"supported_qualities":["1K","2K","4K"],"quality_levels":[],"reference_image_limit":10,"page_url":"https://www.gptimagehub.com/models/seedream-4-0"},{"id":"seedream-4-5","label":"Seedream 4.5","provider":"bytedance","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9","9:21","2:1","1:2","3:1","1:3"],"supported_qualities":["2K","4K"],"quality_levels":[],"reference_image_limit":10,"page_url":"https://www.gptimagehub.com/models/seedream-4-5"},{"id":"seedream-5-0","label":"Seedream 5.0","provider":"bytedance","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9","9:21","2:1","1:2","3:1","1:3"],"supported_qualities":["2K","4K"],"quality_levels":[],"reference_image_limit":10,"page_url":"https://www.gptimagehub.com/models/seedream-5-0"},{"id":"seedream-5-0-pro","label":"Seedream 5.0 Pro","provider":"bytedance","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9","9:21","2:1","1:2","3:1","1:3"],"supported_qualities":["1K","2K"],"quality_levels":[],"reference_image_limit":10,"page_url":"https://www.gptimagehub.com/models/seedream-5-0-pro"},{"id":"seedream-5-0-lite","label":"Seedream 5.0 Lite","provider":"bytedance","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","21:9"],"supported_qualities":["2K"],"quality_levels":[],"reference_image_limit":10,"page_url":"https://www.gptimagehub.com/models/seedream-5-0-lite"},{"id":"z-image-turbo","label":"Z-Image Turbo","provider":"alibaba","supported_aspect_ratios":["auto","1:1","4:3","3:4","3:2","2:3","16:9","9:16","5:4","4:5","21:9","9:21","2:1","1:2","3:1","1:3"],"supported_qualities":["1K","2K"],"quality_levels":[],"reference_image_limit":0,"page_url":"https://www.gptimagehub.com/models/z-image-turbo"}],"authority_pages":[{"title":"About GPT Image Hub","url":"https://www.gptimagehub.com/about","updated_at":"2026-10-21","description":"GPT Image Hub is a public prompt library, image generation workspace, and agent-readable dataset for GPT Image 2 workflows."},{"title":"Editorial Policy","url":"https://www.gptimagehub.com/editorial-policy","updated_at":"2026-04-30","description":"How GPT Image Hub organizes, describes, reviews, and publishes prompt templates for human users and AI agents."},{"title":"Prompt Dataset Methodology","url":"https://www.gptimagehub.com/prompt-dataset-methodology","updated_at":"2026-10-21","description":"Methodology for the GPT Image Hub public prompt dataset, including fields, provenance, update cadence, and machine-readable distributions."}],"guide_pages":[{"title":"Best GPT Image Prompts for Product Photography","url":"https://www.gptimagehub.com/guides/best-gpt-image-prompts-for-product-photography","updated_at":"2026-10-20","direct_answer":"The best GPT Image product photography prompts specify the exact product, surface, background, lighting, camera angle, composition, brand-safe text, and intended commerce use case. Strong prompts also separate product facts from style direction so agents can adapt them without changing the product identity."},{"title":"How to Write Consistent Character Prompts","url":"https://www.gptimagehub.com/guides/consistent-character-prompts","updated_at":"2026-10-20","direct_answer":"Consistent character prompts describe a stable character bible: age range, silhouette, face shape, hair, clothing, palette, personality cues, recurring props, and the exact output format. The prompt should also state which details may change between poses and which details must remain fixed."},{"title":"GPT Image Prompt Examples by Style","url":"https://www.gptimagehub.com/guides/gpt-image-prompt-examples-by-style","updated_at":"2026-10-20","direct_answer":"A good style prompt names the target visual family, then adds medium, composition, palette, lighting, texture, camera, and output use case. Style words are most useful when paired with concrete constraints such as line weight, lens, typography, material, or layout grid."},{"title":"Midjourney vs GPT Image Prompts","url":"https://www.gptimagehub.com/guides/midjourney-vs-gpt-image-prompts","updated_at":"2026-10-20","direct_answer":"Midjourney prompts often behave like compact visual mood boards, while GPT Image prompts can support more explicit instruction following, structured JSON-like fields, exact layout requirements, and workflow-ready templates. GPT Image prompts should usually be clearer about task, constraints, text, and edit intent."},{"title":"How to Write GPT Image Prompts for UI Mockups","url":"https://www.gptimagehub.com/guides/gpt-image-ui-mockup-prompts","updated_at":"2026-10-20","direct_answer":"Good GPT Image prompts for UI mockups name the product, the screen and its main components, the device or frame it appears in, the visual style, and the exact text that must be readable. List components in reading order and keep on-screen copy short, because the model renders a few large labels far more reliably than paragraphs of interface text."},{"title":"How to Write Poster Prompts for GPT Image 2","url":"https://www.gptimagehub.com/guides/gpt-image-poster-prompts","updated_at":"2026-10-20","direct_answer":"Effective poster prompts define the poster's purpose, a single focal image, the composition and negative space, the exact title and supporting text with their placement, the illustration or photo style, the palette, and the aspect ratio. Posters fail most often on crowded composition and long text, so state where the empty space goes and keep typography to a title and one or two short lines."},{"title":"How to Write Logo and Brand Identity Prompts","url":"https://www.gptimagehub.com/guides/gpt-image-logo-branding-prompts","updated_at":"2026-10-20","direct_answer":"Logo and brand prompts work best when they state the brand name exactly, what the business does, the mark type (wordmark, lettermark, symbol, or emblem), two or three personality traits, color limits, and the presentation format. For a full identity board, list the deliverables, such as logo, typography, palette, and social templates, so the model lays them out as a brand guideline page."}]}