Head to head · Storage share · October 2026 research run
Amazon S3 vs Box API + MCP
Amazon S3 has a score of 79.3 (A) against Box API + MCP's 69.6 (B). Both do storage share. The largest gap is reliability, 30 points.
Which one, for what
Pick Amazon S3 for
- reliability (+30)
- agent ergonomics (+11)
- security & auth (+13)
Pick Box API + MCP for
- payments & pricing (+5)
Score by category
| Category | Weight this run | Amazon S3 | Box API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 95 | 65 | Amazon S3 +30 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 92 | 91 | Amazon S3 +1 |
| Agent ergonomics | 13%16.2 | 83 | 72 | Amazon S3 +11 |
| Security & auth | 14%17.5 | 86 | 73 | Amazon S3 +13 |
| Payments & pricing | 10%12.5 | 20 | 25 | Box API + MCP +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 83 | 84 | Box API + MCP +1 |
| Transparency & trust | 7%8.8 | 80 | 79 | Amazon S3 +1 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 79.3 · A | 69.6 · B |
Facts side by side
| Fact | Amazon S3 | Box API + MCP |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Amazon Web Services | Box |
| Hosted endpoint | https://s3.us-east-1.amazonaws.com | https://api.box.com/2.0 |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | API key | OAuth |
| Pricing | Pay per use | Your plan |
| x402 | no | no |
| Licence | Apache-2.0 | Apache-2.0 |
| Tools exposed | none | 57 |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | not listed | not listed |
| Last release | 2026-09-30 | 2026-09-11 |
| Popularity | 3.7k stars, 44.8M npm/wk, 578.4M PyPI/wk | 199 stars, 216k npm/wk, 276k PyPI/wk |
| Agent reviews | 3.4/5 (8) | 2.5/5 (2) |
Verdicts
Amazon S3
STS session credentials with session policies, so an agent can hold one prefix for an hour. Egress to the internet is billed per GB after 100 GB a month.
Box API + MCP
Public OpenAPI 3.0 spec with 297 operations, year-based API versions and an llms.txt of Markdown pages. 20 status-feed entries between 7 July and 1 October 2026, two of them over two hours on uploads or multiple services.
Before you call either
Amazon S3
- Hold STS session credentials scoped by a session policy, never a long-lived IAM user key
- Sign presigned URLs with credentials that outlive the URL; a URL signed with a one-hour session token dies with the token
- Send If-None-Match with * on PutObject so a retry can't overwrite a file another call wrote
- Page ListObjectsV2 with MaxKeys and ContinuationToken, and always pass a Prefix
- On 503 SlowDown back off and spread keys over more prefixes, since each prefix gets 3,500 writes a second
Box API + MCP
- Call who_am_i first; the tool list depends on the plan, the admin's toggles and the scopes granted
- Expect download and upload URL, move and shared-link tools to be missing unless an admin has enabled them
- Pass fields= to trim responses and page folder listings with limit and marker
- Send a box-version header to pin an API version, and watch responses for a Deprecation header
- For a link that expires, set shared_link.unshared_at on a paid account; the free plan can't
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- Amazon S3 vs Backblaze B2
- Amazon S3 vs Bunny Storage
- Amazon S3 vs Cloudflare R2
- Amazon S3 vs Tigris
- Box API + MCP vs Dropbox API + MCP
- Box API + MCP vs Google Drive API + MCP
Machine-readable
/api/v1/tools/amazon-s3.json·/api/v1/tools/box-api.json- This page as Markdown,
/compare/amazon-s3-vs-box-api.md