{"id":"stabilityai-api","name":"Stability AI","homepage":"https://stability.ai","repo_url":"https://github.com/Stability-AI/stability-sdk","category":"ai-image","subcategories":["image-generation","ai","generative-ai"],"tags":["stability-ai","stable-diffusion","image-generation","ai","rest-api","generative"],"what_it_does":"REST API for Stability AI's Stable Diffusion image generation models, enabling text-to-image, image-to-image, inpainting, upscaling, and video generation via cloud inference.","use_cases":["Text-to-image generation for content creation agents (marketing materials, illustrations)","Image-to-image transformation for style transfer and modification workflows","Inpainting — agents editing specific regions of images without reprocessing the entire image","Automated upscaling of existing images for resolution enhancement pipelines","Video generation from images or text for short-form content automation"],"not_for":["Real-time image generation requiring sub-second latency (inference takes 3-15 seconds)","Photo-realistic portrait generation at commercial quality (use dedicated portrait APIs)","Image understanding or classification (use vision models like GPT-4V or Gemini Vision)","Applications requiring guaranteed NSFW filtering without additional moderation layer"],"best_when":"You need a flexible image generation API with access to Stable Diffusion models including SDXL and SD3, and want control over generation parameters like steps, CFG scale, and sampler.","avoid_when":"You need the absolute best image quality for marketing use cases (consider Midjourney or Flux APIs), or you need real-time generation speeds.","alternatives":["fal-api","openai-api"],"af_score":74.4,"security_score":null,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:06.251901+00:00","performance":{"latency_p50_ms":5000,"latency_p99_ms":20000,"uptime_sla_percent":99.0,"rate_limits":"Rate limits based on account tier; free tier has strict concurrency limits","data_source":"llm_estimated","measured_on":null}}