{"_id":"69b2da6867df398baec12fa2","name":"Cloudinary","slug":"cloudinary","url":"https://cloudinary.com","description":"","logo":"","category":"Design","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":7,"confidence":"scanner","evidence":"Cloudinary's REST API supports transformation parameters and URL-based optimization, but lacks explicit field selection or GraphQL; responses can be verbose for bulk operations without pagination optimization.","na":false},"access":{"score":8,"confidence":"scanner","evidence":"Strong SDK coverage with Node.js and Python official libraries, REST API, and multiple utility packages (@cloudinary/react, multer-storage-cloudinary); no MCP server or CLI limits the score from 9.","na":false},"auth":{"score":9,"confidence":"scanner","evidence":"Cloudinary uses API key + API secret authentication without OAuth friction, enabling straightforward autonomous agent integration with simple credential-based access control.","na":false},"speed":{"score":7,"confidence":"scanner","evidence":"CDN-backed image delivery is fast, but API rate limits and lack of conditional request support (ETags) for bulk metadata operations limit real-time agent responsiveness; adequate for typical use cases.","na":false},"discoverability":{"score":5,"confidence":"scanner","evidence":"No OpenAPI spec found and homepage fetch failed; while SDKs provide some discoverability and Cloudinary has public documentation, the absence of machine-readable API specs and inability to verify current endpoints reduces score.","na":false},"reliability":{"score":7,"confidence":"scanner","evidence":"Cloudinary maintains consistent API versioning and response schemas across SDKs, but lack of explicit idempotency key documentation and no accessible status page verification limit confidence in failure recovery.","na":false},"safety":{"score":6,"confidence":"scanner","evidence":"Cloudinary offers upload presets and restricted API tokens for scoped access, but lacks explicit sandbox/test mode; transformation parameters are reversible on stored assets, providing moderate safety.","na":false},"reactivity":{"score":4,"confidence":"scanner","evidence":"No evidence of webhooks, streaming, or SSE support in collected signals; agents would need to rely on polling for real-time updates, making reactive workflows inefficient.","na":false}},"agentGrade":"B+","agentScore":7.06,"accessMethods":{"restApi":false,"graphql":false,"cli":false,"sdk":["Node (cloudinary)","Python (cloudinary)"],"mcpServer":"none","openApiSpec":"","llmsTxt":false,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":52,"badgeEmbedCount":8,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.777Z","updatedAt":"2026-05-25T10:34:48.034Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:50:41.094Z","scanVersion":1,"rawSignals":{"homepage":{"error":"fetch failed","status":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":false},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":true,"hasSitemap":true}},"packages":{"npm":[{"name":"cloudinary","description":"Cloudinary NPM for node.js integration","version":"2.9.0"},{"name":"@cloudinary/react","description":"Cloudinary React SDK","version":"1.14.4"},{"name":"@cloudinary/html","description":"An HTML wrapper for Cloudinary","version":"1.13.5"},{"name":"cloudinary-core","description":"Cloudinary Client Side JS library. Cloudinary streamlines your web application’s image manipulation needs. Cloudinary's cloud-based servers automate image uploading, resizing, cropping, optimizing, sprite generation and more.","version":"2.14.1"},{"name":"multer-storage-cloudinary","description":"A Cloudinary multer storage engine","version":"4.0.0"},{"name":"firebase-tools","description":"Command-Line Interface for Firebase","version":"15.9.1"},{"name":"@cloudinary-util/util","description":"