Tigris alternatives
The highest-scoring alternative to Tigris is Cloudflare at 98/100 on the AgentReady, against 63/100 for Tigris.
All scored in Storage & File Infrastructure.
What Cloudflare does that Tigris does not
Cloudflare passes clear canonical domain, structured api reference, and Tigris fails them. That is the whole of the gap between the two scores, so if none of those matter to your agent the ranking above overstates the difference.
Why people look for an alternative
Tigris fails clear canonical domain, structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented, agent-compatible signup flow, programmatic credential creation, official python sdk, structured, predictable output, machine-readable errors, idempotency support, rate-limit behavior predictable. Each one is a place an unattended run stops, which is usually what sends someone looking in the first place.
Where Tigris loses the points
| Pillar | Tigris | What it measures |
|---|---|---|
| Discover | 93 | Can an agent find it at all: sitemap, robots, structured data. |
| Understand | 31 | Is there a spec, an llms.txt, a machine-readable description. |
| Adopt | 70 | Signup, keys, SDKs, and whether a human has to be involved. |
| Operate | 59 | Rate-limit headers, errors, status, and behaviour under load. |
Tigris is weakest on understand at 31/100. Without a spec an agent has to guess at endpoints, and it guesses wrong. If that is the part your agent depends on, take the ranking above seriously; if it is not, Tigris may still be the right pick.
What an agent runs into with Tigris
These are the findings from the last audit on 2026-09-01. Each one is a place unattended software stops, which is the practical reason to look at the list above.
- Publish an OpenAPI spec so agents can generate a client.
- Flesh out the OpenAPI: paths, schemas, and descriptions.
- Document error responses as an enum in your OpenAPI.
- Let agents create API keys programmatically.
- Ship an official Python SDK on PyPI.
- Return X-RateLimit / Retry-After headers so agents pace themselves.
- Add request examples to your API reference.
- Add response examples to your API reference.
What this category actually supports
Across the 15 products scored in Storage & File Infrastructure, store a file is offered by 80%, upload a file is offered by 27%, transform an image is offered by 7%, generate a signed url is offered by 0%. Anything under half is a gap you should expect to fill yourself whichever one you pick.
An agent can get this list directly: resolve("alternative to Tigris") over the MCP server, or GET /v1/categories/storage.