{"id":"cloudinary-api","name":"Cloudinary API","homepage":"https://cloudinary.com","repo_url":"https://github.com/cloudinary/cloudinary_python","category":"cloud-infrastructure","subcategories":["media-management","image-processing","cdn"],"tags":["cloudinary","images","video","cdn","media","transformation","upload","rest-api","sdk"],"what_it_does":"Cloud-based image and video management platform with on-the-fly transformations, AI-powered analysis, global CDN delivery, and APIs for programmatic media upload and management.","use_cases":["Uploading and transforming images programmatically from agent workflows","Generating resized/cropped/optimized image variants via URL parameters","AI-powered image analysis (face detection, content moderation) from agents","Video transcoding and thumbnail extraction","Managing media asset libraries with metadata and tagging"],"not_for":["General file storage (use S3/R2 instead)","Teams needing full self-hosted media processing","Simple static file hosting without transformation needs"],"best_when":"An agent needs to upload, transform, and serve images/videos at scale with minimal infrastructure management.","avoid_when":"You only need file storage without image transformations, or need fully self-hosted media processing.","alternatives":["imgix-api","aws-s3-api","cloudflare-r2"],"af_score":78.6,"security_score":null,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:05.405017+00:00","performance":{"latency_p50_ms":100,"latency_p99_ms":400,"uptime_sla_percent":99.9,"rate_limits":"Admin API: 500 requests/hour; Upload API: 500 requests/second burst","data_source":"llm_estimated","measured_on":null}}