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Bump vs WorkOS

WorkOS scores higher on the AgentReady, 61/100 against 52/100. They differ on 11 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Bump. Bump.sh is a platform for API documentation and MCP (Model Context Protocol) servers that automatically generates docs and production-ready MCP servers from OpenAPI, AsyncAPI, and Arazzo specifications.

WorkOS. WorkOS is a set of building blocks for quickly adding enterprise features to your app, providing a single, elegant interface that abstracts dozens of enterprise integrations.

Where Bump is ahead

Bump passes clear product positioning, and WorkOS does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds understand: structured api reference. WorkOS misses it.

And on operate, retry behavior documented. WorkOS misses it.

Where WorkOS is ahead

WorkOS passes clear canonical domain, llms.txt published and llms-full.txt / full agent docs, and Bump does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds adopt: self-service signup, no mandatory sales call, agent-compatible signup flow and fast time to first request. Bump misses those.

And on operate, structured, predictable output. Bump misses it.

What neither does

Both fail openapi / spec quality, pricing understandable, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented, programmatic credential creation, free trial or free allowance, machine-readable errors, idempotency support, rate-limit behavior predictable, agent compatibility verified. If your agent needs any of those, you will be building it yourself either way.

Score, pillar by pillar

The AgentReady splits into four pillars, scored separately, because a product can be easy to find and still impossible to adopt.

Discover. WorkOS leads 87 to 80. Bump misses clear canonical domain, llms.txt published, llms-full.txt / full agent docs; WorkOS misses clear product positioning.

Understand. Bump leads 38 to 23. Bump misses openapi / spec quality, pricing understandable, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; WorkOS misses structured api reference, openapi / spec quality, pricing understandable, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented.

Adopt is whether an agent can get a key and make its first successful call without a human in the loop. WorkOS leads 85 to 45. Bump misses self-service signup, no mandatory sales call, agent-compatible signup flow, programmatic credential creation, free trial or free allowance, fast time to first request; WorkOS misses programmatic credential creation, free trial or free allowance.

Operate. WorkOS leads 50 to 44. Bump misses structured, predictable output, machine-readable errors, idempotency support, rate-limit behavior predictable, agent compatibility verified; WorkOS misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified.

Pricing

Bump does not publish a machine-readable starting price. WorkOS does not publish one.

Signal by signal

Which to pick

WorkOS clears more of the signals an agent needs, so it is the safer default for unattended use. Full profiles: Bump and WorkOS. Alternatives to each: Bump, WorkOS.

An agent can fetch this as data: POST /v1/compare {"slugs": ["bump", "workos"]}