Static scan · 163 sites · July 2026
Agent Readiness Index
How ready are developer-tool and API docs for AI coding agents? We ran 163 sites through 16 static checks — can an agent access, discover, read, and integrate from your public docs. This is the static scan; whether an agent actually completes an integration is what the Agent Onboarding Benchmark measures.
Showing 163 of 163. Scores of public surfaces only, as of July 2026. Category weights: Access 25 · Discovery 20 · Comprehension 25 · Integration 30.
| # | Company | Score | Grade | Category breakdown |
|---|---|---|---|---|
| 1 | Honeycomb honeycomb.io | 93/100 | A | A 25/25 D 15/20 C 25/25 I n/a |
| 2 | Tavily tavily.com | 93/100 | A | A 25/25 D 20/20 C 18/25 I 30/30 |
| 3 | llms-txt.io (that's us) llms-txt.io | 92/100 | A | A 25/25 D 20/20 C 25/25 I 22/30 |
| 4 | Resend resend.com | 89/100 | B | A 25/25 D 20/20 C 20.5/25 I 23.5/30 |
| 5 | Firecrawl firecrawl.dev | 87/100 | B | A 25/25 D 20/20 C 25/25 I 17/30 |
| 6 | Netlify netlify.com | 87/100 | B | A 25/25 D 15/20 C 25/25 I 21.5/30 |
| 7 | Browserless browserless.io | 85/100 | B | A 25/25 D 15/20 C 23/25 I 22/30 |
| 8 | Pinecone pinecone.io | 85/100 | B | A 25/25 D 17/20 C 18.5/25 I 24/30 |
| 9 | Apideck apideck.com | 82/100 | B | A 21/25 D 20/20 C 20/25 I 20.5/30 |
| 10 | Cloudflare cloudflare.com | 82/100 | B | A 21/25 D 20/20 C 21/25 I 20/30 |
| 11 | Kong konghq.com | 82/100 | B | A 25/25 D 15/20 C 25/25 I 17/30 |
| 12 | Mem0 mem0.ai | 82/100 | B | A 25/25 D 18/20 C 20.5/25 I 18/30 |
| 13 | OpenStatus openstatus.dev | 82/100 | B | A 25/25 D 20/20 C 18/25 I 19/30 |
| 14 | Ory ory.sh | 82/100 | B | A 25/25 D 15/20 C 23/25 I 18.5/30 |
| 15 | Speakeasy speakeasy.com | 82/100 | B | A 21/25 D 16.5/20 C 23/25 I 21.5/30 |
| 16 | WorkOS workos.com | 82/100 | B | A 25/25 D 18/20 C 18/25 I 21/30 |
| 17 | Auth0 auth0.com | 81/100 | B | A 25/25 D 18/20 C 23/25 I 14.5/30 |
| 18 | Bunny.net bunny.net | 81/100 | B | A 25/25 D 7/20 C 25/25 I n/a |
| 19 | Descope descope.com | 81/100 | B | A 25/25 D 18/20 C 23/25 I 14.5/30 |
| 20 | Langfuse langfuse.com | 81/100 | B | A 25/25 D 17/20 C 25/25 I 14/30 |
| 21 | Sentry sentry.io | 81/100 | B | A 21/25 D 17/20 C 25/25 I 18/30 |
| 22 | Upstash upstash.com | 81/100 | B | A 25/25 D 18/20 C 25/25 I 12.5/30 |
| 23 | Helicone helicone.ai | 80/100 | B | A 25/25 D 15/20 C 25/25 I 15/30 |
| 24 | Neon neon.com | 80/100 | B | A 25/25 D 18.5/20 C 18/25 I 18/30 |
| 25 | OpenRouter openrouter.ai | 80/100 | B | A 21/25 D 16/20 C 18/25 I 25/30 |
| 26 | Render render.com | 80/100 | B | A 23/25 D 16/20 C 23/25 I 17.5/30 |
| 27 | Scalekit scalekit.com | 80/100 | B | A 25/25 D 11/20 C 25/25 I 18.5/30 |
| 28 | Unkey unkey.com | 80/100 | B | A 25/25 D 15/20 C 25/25 I 14.5/30 |
| 29 | Apify apify.com | 79/100 | B | A 25/25 D 17/20 C 25/25 I 12/30 |
| 30 | ElevenLabs elevenlabs.io | 79/100 | B | A 21/25 D 14/20 C 25/25 I 19/30 |
| 31 | fal.ai fal.ai | 79/100 | B | A 25/25 D 18/20 C 20.5/25 I 15/30 |
| 32 | Unleash getunleash.io | 79/100 | B | A 25/25 D 18/20 C 23/25 I 12.5/30 |
| 33 | Meilisearch meilisearch.com | 79/100 | B | A 25/25 D 14/20 C 23/25 I 17/30 |
| 34 | Mixpanel mixpanel.com | 79/100 | B | A 25/25 D 7/20 C 23/25 I n/a |
| 35 | Novu novu.co | 79/100 | B | A 25/25 D 17/20 C 22.5/25 I 14.5/30 |
| 36 | Turso turso.tech | 79/100 | B | A 25/25 D 10/20 C 25/25 I 18.5/30 |
| 37 | Xata xata.io | 79/100 | B | A 25/25 D 18/20 C 23/25 I 12.5/30 |
| 38 | Buttondown buttondown.com | 78/100 | B | A 25/25 D 15/20 C 23/25 I 15/30 |
| 39 | Checkly checklyhq.com | 78/100 | B | A 25/25 D 15/20 C 25/25 I 12.5/30 |
| 40 | E2B e2b.dev | 78/100 | B | A 25/25 D 14/20 C 18/25 I 21/30 |
| 41 | Loops loops.so | 78/100 | B | A 25/25 D 17/20 C 20.5/25 I 15.5/30 |
| 42 | ngrok ngrok.com | 78/100 | B | A 25/25 D 15/20 C 25/25 I 12.5/30 |
| 43 | Nylas nylas.com | 78/100 | B | A 25/25 D 15/20 C 21/25 I 17/30 |
| 44 | OpenAI openai.com | 78/100 | B | A 17/17 D 7/20 C 25/25 I 21/30 |
| 45 | Qdrant qdrant.tech | 78/100 | B | A 25/25 D 18/20 C 22/25 I 12.5/30 |
| 46 | Svix svix.com | 78/100 | B | A 25/25 D 15/20 C 25/25 I 12.5/30 |
| 47 | Together AI together.ai | 78/100 | B | A 21/25 D 15/20 C 23/25 I 19/30 |
| 48 | Trigger.dev trigger.dev | 78/100 | B | A 25/25 D 18/20 C 20.5/25 I 14.5/30 |
| 49 | LiveKit livekit.io | 77/100 | B | A 25/25 D 15/20 C 18/25 I 18.5/30 |
| 50 | Browserbase browserbase.com | 76/100 | B | A 21/25 D 20/20 C 20.5/25 I 14.5/30 |
| 51 | Vonage developer.vonage.com | 76/100 | B | A 21/25 D 18/20 C 20/25 I 17/30 |
| 52 | Inngest inngest.com | 76/100 | B | A 25/25 D 18/20 C 16/25 I 16.5/30 |
| 53 | InstantDB instantdb.com | 76/100 | B | A 25/25 D 18/20 C 22.5/25 I 10/30 |
| 54 | Knock knock.app | 76/100 | B | A 25/25 D 11/20 C 23/25 I 17/30 |
| 55 | LanceDB lancedb.com | 76/100 | B | A 25/25 D 7/20 C 25/25 I 19/30 |
| 56 | Polar polar.sh | 76/100 | B | A 25/25 D 18/20 C 18/25 I 14.5/30 |
| 57 | SignWell signwell.com | 76/100 | B | A 25/25 D 7/20 C 23/25 I 21/30 |
| 58 | Fathom Analytics usefathom.com | 76/100 | B | A 25/25 D 18/20 C 17.5/25 I 15/30 |
| 59 | Braintrust braintrust.dev | 75/100 | B | A 25/25 D 15/20 C 20/25 I 14.5/30 |
| 60 | Cloudinary cloudinary.com | 75/100 | B | A 25/25 D 15/20 C 20/25 I 14.5/30 |
| 61 | Datadog datadoghq.com | 75/100 | B | A 25/25 D 15/20 C 20.5/25 I 14.5/30 |
| 62 | MongoDB mongodb.com | 75/100 | B | A 25/25 D 15/20 C 22.5/25 I 12.5/30 |
| 63 | PlanetScale planetscale.com | 75/100 | B | A 25/25 D 17/20 C 18/25 I 14.5/30 |
| 64 | Chroma trychroma.com | 75/100 | B | A 21/25 D 18/20 C 23/25 I 12.5/30 |
| 65 | Uploadcare uploadcare.com | 75/100 | B | A 25/25 D 12/20 C 25/25 I 12.5/30 |
| 66 | Vercel vercel.com | 75/100 | B | A 21/25 D 10/20 C 23/25 I 21/30 |
| 67 | Adyen adyen.com | 74/100 | C | A 25/25 D 15/20 C 17/25 I 17/30 |
| 68 | Better Stack betterstack.com | 74/100 | C | A 25/25 D 7/20 C 25/25 I 17/30 |
| 69 | Fly.io fly.io | 74/100 | C | A 25/25 D 15/20 C 17/25 I 17/30 |
| 70 | Hookdeck hookdeck.com | 74/100 | C | A 25/25 D 15/20 C 17/25 I 17/30 |
| 71 | Payload payloadcms.com | 74/100 | C | A 25/25 D 14/20 C 18/25 I 16.5/30 |
| 72 | Railway railway.com | 74/100 | C | A 25/25 D 17/20 C 20/25 I 12/30 |
| 73 | Stripe stripe.com | 74/100 | C | A 25/25 D 15/20 C 21/25 I 12.5/30 |
| 74 | turbopuffer turbopuffer.com | 74/100 | C | A 25/25 D 18/20 C 18/25 I 13/30 |
| 75 | Weaviate weaviate.io | 74/100 | C | A 25/25 D 11/20 C 17/25 I 21/30 |
| 76 | Buildkite buildkite.com | 73/100 | C | A 25/25 D 15/20 C 18/25 I 14.5/30 |
| 77 | Convex convex.dev | 73/100 | C | A 25/25 D 15/20 C 20.5/25 I 12/30 |
| 78 | Mux mux.com | 73/100 | C | A 25/25 D 18/20 C 18/25 I 12/30 |
| 79 | PostHog posthog.com | 73/100 | C | A 25/25 D 15/20 C 16/25 I 17/30 |
| 80 | Sanity sanity.io | 73/100 | C | A 25/25 D 15/20 C 18.5/25 I 14.5/30 |
| 81 | Stytch stytch.com | 73/100 | C | A 25/25 D 10/20 C 23/25 I 14.5/30 |
| 82 | Bright Data brightdata.com | 72/100 | C | A 25/25 D 7/20 C 25/25 I 14.5/30 |
| 83 | Composio composio.dev | 72/100 | C | A 25/25 D 11/20 C 23/25 I 12.5/30 |
| 84 | Contentful contentful.com | 72/100 | C | A 25/25 D 7/20 C 25/25 I 14.5/30 |
| 85 | Flagsmith flagsmith.com | 72/100 | C | A 25/25 D 15/20 C 17/25 I 14.5/30 |
| 86 | Mapbox mapbox.com | 72/100 | C | A 25/25 D 7/20 C 25/25 I 14.5/30 |
| 87 | Paddle paddle.com | 72/100 | C | A 25/25 D 7/20 C 25/25 I 15/30 |
| 88 | Postmark postmarkapp.com | 72/100 | C | A 25/25 D 15/20 C 14.5/25 I 17/30 |
| 89 | Prisma prisma.io | 72/100 | C | A 25/25 D 18/20 C 17/25 I 12/30 |
| 90 | ReadMe readme.com | 72/100 | C | A 25/25 D 7/20 C 25/25 I 15/30 |
| 91 | Windmill windmill.dev | 72/100 | C | A 25/25 D 18/20 C 18/25 I 8.5/24 |
| 92 | Ably ably.com | 71/100 | C | A 25/25 D 15/20 C 18/25 I 12.5/30 |
| 93 | Amplitude amplitude.com | 71/100 | C | A 21/25 D 10/20 C 25/25 I 14.5/30 |
| 94 | Appwrite appwrite.io | 71/100 | C | A 25/25 D 8.5/20 C 23/25 I 14.5/30 |
| 95 | FusionAuth fusionauth.io | 71/100 | C | A 25/25 D 11/20 C 20.5/25 I 14.5/30 |
| 96 | Replicate replicate.com | 71/100 | C | A 25/25 D 11/20 C 22.5/25 I 12.5/30 |
| 97 | Axiom axiom.co | 70/100 | C | A 25/25 D 7/20 C 25/25 I 12.5/30 |
| 98 | Clerk clerk.com | 70/100 | C | A 21/25 D 18/20 C 21/25 I 9.5/30 |
| 99 | Cohere cohere.com | 70/100 | C | A 25/25 D 7/20 C 25/25 I 12.5/30 |
| 100 | Fireworks AI fireworks.ai | 70/100 | C | A 25/25 D 7/20 C 25/25 I 12.5/30 |
| 101 | Groq groq.com | 70/100 | C | A 25/25 D 7/20 C 22.5/25 I 15/30 |
| 102 | Mintlify mintlify.com | 70/100 | C | A 25/25 D 7/20 C 25/25 I 12.5/30 |
| 103 | Mistral mistral.ai | 70/100 | C | A 25/25 D 15/20 C 17/25 I 12.5/30 |
| 104 | Modern Treasury moderntreasury.com | 70/100 | C | A 25/25 D 7/20 C 22.5/25 I 15/30 |
| 105 | Oso osohq.com | 70/100 | C | A 25/25 D 7/20 C 23/25 I 14.5/30 |
| 106 | Twilio twilio.com | 70/100 | C | A 25/25 D 7/20 C 23/25 I 14.5/30 |
| 107 | Anvil useanvil.com | 70/100 | C | A 25/25 D 10/20 C 20/25 I 14.5/30 |
| 108 | Fern buildwithfern.com | 69/100 | C | A 25/25 D 11/20 C 18/25 I 14.5/30 |
| 109 | Cal.com cal.com | 69/100 | C | A 23/25 D 10/20 C 25/25 I 11/30 |
| 110 | Courier courier.com | 69/100 | C | A 25/25 D 7/20 C 22.5/25 I 14.5/30 |
| 111 | Dub dub.co | 69/100 | C | A 21/25 D 10/20 C 25/25 I 12.5/30 |
| 112 | GitBook gitbook.com | 69/100 | C | A 25/25 D 7/20 C 20/25 I 17/30 |
| 113 | GrowthBook growthbook.io | 69/100 | C | A 25/25 D 15/20 C 17/25 I 12/30 |
| 114 | imgix imgix.com | 69/100 | C | A 25/25 D 15/20 C 19/25 I 10/30 |
| 115 | Increase increase.com | 69/100 | C | A 25/25 D 18/20 C 12/25 I 11/24 |
| 116 | Temporal temporal.io | 69/100 | C | A 25/25 D 11/20 C 22.5/25 I 10/30 |
| 117 | Unit unit.co | 69/100 | C | A 25/25 D 15/20 C 18.5/25 I 10/30 |
| 118 | Zuplo zuplo.com | 69/100 | C | A 25/25 D 15/20 C 14.5/25 I 14.5/30 |
| 119 | Algolia algolia.com | 68/100 | C | A 17/25 D 7/20 C 23/25 I 21/30 |
| 120 | Depot depot.dev | 68/100 | C | A 25/25 D 15/20 C 18/25 I 10/30 |
| 121 | Grafana grafana.com | 68/100 | C | A 25/25 D 18/20 C 20/25 I 4/24 |
| 122 | LaunchDarkly launchdarkly.com | 68/100 | C | A 21/25 D 10/20 C 22.5/25 I 14.5/30 |
| 123 | Lithic lithic.com | 68/100 | C | A 21/25 D 7/20 C 22.5/25 I 17/30 |
| 124 | Modal modal.com | 68/100 | C | A 25/25 D 15/20 C 18/25 I 8/24 |
| 125 | Supabase supabase.com | 68/100 | C | A 25/25 D 12.5/20 C 18/25 I 12.5/30 |
| 126 | Column column.com | 67/100 | C | A 25/25 D 15/20 C 17/25 I 10/30 |
| 127 | EasyPost easypost.com | 67/100 | C | A 25/25 D 15/20 C 16.5/25 I 10/30 |
| 128 | Merge merge.dev | 67/100 | C | A 25/25 D 7/20 C 22.5/25 I 12.5/30 |
| 129 | Plaid plaid.com | 67/100 | C | A 25/25 D 15/20 C 18/25 I 8.5/30 |
| 130 | Zyte zyte.com | 67/100 | C | A 21/25 D 14/20 C 22/25 I 10/30 |
| 131 | LiteLLM litellm.ai | 66/100 | C | A 25/25 D 7/20 C 19/25 I 15/30 |
| 132 | SuperTokens supertokens.com | 66/100 | C | A 25/25 D 11/20 C 18/25 I 12/30 |
| 133 | Customer.io customer.io | 65/100 | C | A 25/25 D 11/20 C 14/25 I 14.5/30 |
| 134 | Deepgram deepgram.com | 65/100 | C | A 25/25 D 7/20 C 20/25 I 12.5/30 |
| 135 | Elastic elastic.co | 65/100 | C | A 25/25 D 4/17 C 25/25 I 10/30 |
| 136 | Permit.io permit.io | 65/100 | C | A 21/25 D 10/20 C 19.5/25 I 14.5/30 |
| 137 | Tinybird tinybird.co | 65/100 | C | A 25/25 D 11/20 C 17/25 I 12/30 |
| 138 | Anthropic anthropic.com | 64/100 | C | A 25/25 D 7/20 C 19/25 I 12.5/30 |
| 139 | Documenso documenso.com | 64/100 | C | A 25/25 D 7/20 C 19/25 I 12.5/30 |
| 140 | Exa exa.ai | 64/100 | C | A 25/25 D 7/20 C 11/17 I 13/24 |
| 141 | Stream getstream.io | 64/100 | C | A 25/25 D 15/20 C 19/25 I 4/24 |
| 142 | Hypertune hypertune.com | 64/100 | C | A 25/25 D 4/20 C 25/25 I 10/30 |
| 143 | Scalar scalar.com | 64/100 | C | A 21/25 D 10/20 C 20.5/25 I 12.5/30 |
| 144 | Statsig statsig.com | 64/100 | C | A 25/25 D 7/20 C 19/25 I 12.5/30 |
| 145 | DocuSeal docuseal.com | 63/100 | C | A 25/25 D 6/20 C 16.5/25 I 15/30 |
| 146 | SerpApi serpapi.com | 63/100 | C | A 25/25 D 12/20 C 15/25 I 9/24 |
| 147 | Dagger dagger.io | 61/100 | C | A 25/25 D 7/20 C 19/25 I 10/30 |
| 148 | Northflank northflank.com | 61/100 | C | A 25/25 D 7/20 C 19/25 I 10/30 |
| 149 | PandaDoc pandadoc.com | 61/100 | C | A 21/25 D 10/20 C 13/25 I 17/30 |
| 150 | Plausible plausible.io | 61/100 | C | A 25/25 D 7/20 C 16.5/25 I 12.5/30 |
| 151 | Jina AI jina.ai | 60/100 | C | A 25/25 D 7/20 C 13.5/25 I 14.5/30 |
| 152 | Stainless stainless.com | 60/100 | C | A 21/25 D 10/20 C 20/25 I 9/30 |
| 153 | DataForSEO dataforseo.com | 59/100 | C | A 25/25 D 15/20 C 8/25 I 8.5/24 |
| 154 | Hatchet hatchet.run | 59/100 | C | A 25/25 D 7/20 C 16.5/25 I 10/30 |
| 155 | Strapi strapi.io | 59/100 | C | A 25/25 D 7/20 C 16.5/25 I 10/30 |
| 156 | UploadThing uploadthing.com | 58/100 | C | A 25/25 D 4/20 C 16.5/25 I 12.5/30 |
| 157 | DocuSign docusign.com | 56/100 | C | A 25/25 D 7/20 C 5/17 I n/a |
| 158 | Mailgun mailgun.com | 54/100 | C | A 21/25 D 7/20 C 16/25 I 10/30 |
| 159 | ImageKit imagekit.io | 53/100 | C | A 25/25 D 4/20 C 14/25 I 10/30 |
| 160 | Lemon Squeezy lemonsqueezy.com | 53/100 | C | A 17/25 D 7/20 C 19/25 I 10/30 |
| 161 | Val Town val.town | 53/100 | C | A 17/25 D 7/20 C 19/25 I 10/30 |
| 162 | ScrapingBee scrapingbee.com | 51/100 | C | A 25/25 D 7/20 C 5/17 I 9/24 |
| 163 | Typesense typesense.org | 47/100 | D | A 25/25 D 7/20 C 5/17 I 6.5/24 |
What this measures — and doesn't
This is the static scan: what an agent can fetch, find, read, and act on from your public docs. It does not run an agent against your onboarding — that's the Benchmark. Sites with little for an agent to integrate (brochure/content sites) are marked as such and scored only on what applies, not penalized for missing an API they don't have.
Fair-play
- Every score is date-stamped (July 2026) and reflects public surfaces only. No accounts were created.
- Request a re-run anytime and we re-scan before and after you fix things.
- Claim your listing or ask a question about your row.