Let Agents In

Agent readiness · Error monitoring

sentry.io

10 of 15 measurable points under formula 9.2, measured on 2026-08-12. 15 checks exist; each is one HTTP request with a published rule, so every sentence below can be rerun and argued with. 1 of them could not be measured from where we ask, and those are left out of the denominator rather than counted as failures.

A · Discovery

  • PASS
    Answers an agent user-agentAnswered 200 to LetAgentsIn/1.0 (+https://letagentsin.com/methodology)
  • PASS
    llms.txt publishedllms.txt present at https://sentry.io/llms.txt and https://docs.sentry.io/llms.txt, and the 12 links we sampled across the file all answer
  • FAIL
    Docs readable without JavaScriptOnly 1,863 characters render without JS, on https://docs.sentry.io/platforms/apple/data-management/ rather than on https://docs.sentry.io/
  • PASS
    On-demand agents not blockedNo on-demand agent is blocked
  • N/A
    Paths robots.txt points at answerrobots.txt names no concrete path, only patterns or nothing, so there is no claim to check
  • PASS
    No punishing crawl delayNo Crawl-delay applies to the agents we check

B · Agent entry

  • PART
    Agent entry pointOnly service descriptors: https://sentry.io/.well-known/mcp.json. No procedure written for a machine.
  • PASS
    OAuth dynamic client registrationregistration_endpoint published, but none of the 2 advertised grants (authorization_code, refresh_token) finishes without a person at a browser
  • PASS
    MCP surfaceLive MCP endpoint at https://mcp.sentry.dev/mcp, answered 401 with an auth challenge

C · Registration

  • FAIL
    No CAPTCHA in the signup HTMLrecaptcha appears in the signup page's server HTML
  • PASS
    Signup reachable without a browserForm renders in server HTML at https://sentry.io/signup/

D · Provisioning

  • FAIL
    Programmatic key provisioningNone of the 7 provisioning phrases appears in the 6 documents we read
  • PASS
    Free tier or no-card trial stated in textFree tier or no-card signals at https://sentry.io/pricing/: "$0", "Free Developer Plan"

E · Integration

  • PASS
    Typed SDK on the registry@sentry/browser@10.70.0 ships types
  • UNMEASURED
    Machine-readable API descriptionUnmeasurable: the site answers unknown markdown paths with text, so the markdown it served is not evidence of negotiation

Tell me when this changes

The failures here are the kind nobody notices. An edge rule that starts refusing agents changes nothing a person sees in a browser, so the first sign is usually an integration that quietly stopped working. We rescan weekly and write only when a verdict moves.

This page is the newest scan we hold for sentry.io and changes when we rescan. It is not a judgement of the product: we measure whether an unattended run can get through, not whether the thing is any good. The whole corpus is published as JSON and CSV.

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Is sentry.io ready for AI agents? 10/15 · Let Agents In