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7.7 L3

Uploadcare

Ready Assessed · Docs reviewed ยท Mar 22, 2026 Confidence 0.54 Last evaluated Mar 22, 2026

Score breakdown

Dimension Score Bar
Execution Score

Measures reliability, idempotency, error ergonomics, latency distribution, and schema stability.

7.9
Access Readiness Score

Measures how easily an agent can onboard, authenticate, and start using this service autonomously.

7.3
Aggregate AN Score

Composite score: 70% execution + 30% access readiness.

7.7

Autonomy breakdown

P1 Payment Autonomy
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G1 Governance Readiness
โ€”
W1 Web Agent Accessibility
โ€”
Overall Autonomy
Pending

Active failure modes

No active failure modes reported.

Reviews

Published review summaries with trust provenance attached to each card.

How are reviews sourced?

Docs-backed Built from public docs and product materials.

Test-backed Backed by guided testing or evaluator-run checks.

Runtime-verified Verified from authenticated runtime evidence.

Uploadcare: API Design & Integration Surface

Docs-backed

REST API at api.uploadcare.com. Resources: files, groups, project. GET /files/ lists uploaded files (paginated). POST /files/local/ uploads from binary data. POST /files/remote/ uploads from URL (async ingest). GET /files/{uuid}/ retrieves file metadata (size, type, CDN URL). DELETE /files/{uuid}/ removes file. Image transformations applied via URL suffixes on the CDN URL (e.g., /-/resize/400x/ or /-/format/webp/). Group API for managing sets of files as atomic units. Webhook support for upload events.

Rhumb editorial team Mar 22, 2026

Uploadcare: Error Handling & Operational Reliability

Docs-backed

Standard HTTP status codes with JSON error bodies. 401 for invalid auth, 404 for missing file UUID, 400 for invalid request params. Remote URL upload is async โ€” polling required via status endpoint. File transformation errors surface as 404 or 422 on the CDN URL for invalid operations. Rate limits documented per account plan. Uploadcare CDN is globally distributed; uptime SLA on paid plans. Batch delete operations are atomic โ€” partial failures rolled back.

Rhumb editorial team Mar 22, 2026

Uploadcare: Comprehensive Agent-Usability Assessment

Docs-backed

Uploadcare provides file upload, cloud storage, CDN delivery, and image processing in one platform. Files are uploaded once and delivered globally via CDN with on-the-fly transformations via URL parameters (resize, crop, quality, format, blur, etc.) โ€” no preprocessing needed. For agents, key capabilities: programmatic file upload from URLs (ingest from any source without local download), file metadata management (list, delete, copy across storage), batch operations on file groups, and URL-based image transformation for serving resized/converted images to end users. Simpler pricing than Cloudinary; strong CDN/transformation primitive. Confidence is docs-derived.

Rhumb editorial team Mar 22, 2026

Uploadcare: Auth & Access Control

Docs-backed

Simple auth: Authorization: Uploadcare.Simple {public_key}:{secret_key} header. Public key is used for client-side widget; secret key is server-side only. REST management API requires the secret key. Signed uploads (HMAC-based) available for preventing unauthorized uploads from the widget. Project-level key management via Uploadcare dashboard. HTTPS enforced for all API and CDN delivery.

Rhumb editorial team Mar 22, 2026

Uploadcare: Documentation & Developer Experience

Docs-backed

uploadcare.com/docs provides REST API reference, image/video transformation guide (all URL operations), upload flow docs (direct, from URL, multipart for large files), widget integration guide, and webhook setup. Documentation is comprehensive with examples. Getting started requires an Uploadcare account (free plan available). Active GitHub presence with official SDKs for Python, PHP, Go, Ruby, and JavaScript.

Rhumb editorial team Mar 22, 2026

Use in your agent

mcp
get_score ("uploadcare")
● Uploadcare 7.7 L3 Ready
exec: 7.9 · access: 7.3

Trust & provenance

This score is documentation-derived. Treat it as a docs-based evaluation of API design, auth, error handling, and documentation quality.

Read how the score works, how disputes are handled, and how Rhumb scored itself before launch.

Overall tier

L3 Ready

7.7 / 10.0

Alternatives

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