AgentsReady
Benchmark · Oct 2026

Who lets agents in

Part one: 64 platforms where we traced the path to an API key by hand. Part two: an automated readiness score for 2,000 companies. 9 of the 64 let an agent reach a key with nobody clicking anything.

Time to key, verified

#PlatformTime to keyNo-human pathHuman gatesMain blockerScore /10
1StripePayments2 minYESEmail verificationKYC / business checkMandatory 2FALive keys still need KYC; sandbox expires in 7 days10
2CloudflareDevtools1 minYESCAPTCHACard before first callEmail verificationClassic dashboard signup is behind Turnstile and email10
3NeonDevtools1 minYESEmail verificationUnclaimed projects expire after 72 hours10
4PostHogComms & data2 minYESEmail verificationSignup wizard can't run headless10
5WorkOSObservability & auth1 minYESProduction still needs a human claim10
6ElevenLabsAI models3 minnoEmail verificationMCP OAuth uses CIMD only, no DCR9
7VercelDevtools4 minnoEmail verificationMCP OAuth limited to approved clients9
8NetlifyDevtools1 minYESCAPTCHAEmail verificationNo scoped tokens; 1-hour claim window9
9RailwayDevtools3 minYESEmail verificationTokens only minted in the dashboard9
10LinearSaaS4 minnoEmail verificationNo CLI login; keys made in web settings9
11NotionSaaS4 minnoEmail verificationMCP is OAuth-only, still beta9
12AirtableSaaS3 minnoEmail verificationNo official OpenAPI spec or CLI login9
13ResendComms & data3 minnoDomain verificationEmail verificationSending needs DNS domain verification9
14AlgoliaComms & data5 minnoEmail verificationMCP must be switched on in the dashboard9
15ClerkObservability & auth2 minYESEmail verificationNo product-management MCP9
16ZapierObservability & auth4 minnoAdmin approvalEmail verificationEach downstream app needs its own OAuth9
17ShopifyCommerce3 minYESEmail verificationManual reviewWaitlistAgent checkout limited to trusted tier9
18Google Gemini APIIndia & cloud2 minnoCard before first callPhone OTPCloud MCPs need a hand-made OAuth client9
19Mistral AIAI models5 minnoEmail verificationPhone OTPPhone OTP; MCP takes a pasted key8
20DeepgramAI models4 minnoEmail verificationNo hosted MCP; docs MCP returns 4018
21PlaidPayments6 minnoEmail verificationKYC / business checkManual reviewTalk to salesRemote MCP only for production-approved teams8
22SupabaseDevtools5 minnoEmail verificationNo claimable database for a lone agent8
23PineconeComms & data5 minnoEmail verificationMCP is local-only with a raw key8
24MapboxComms & data3 minnoCard before first callEmail verificationNo CLI login; tokens copied by hand8
25SentryObservability & auth5 minnoCAPTCHAEmail verificationCaptcha on signup; 3 confusing token types8
26MongoDB AtlasObservability & auth7 minnoEmail verificationRemote MCP off by default for existing orgs8
27OpenAIAI models8 minnoCard before first callEmail verificationKYC / business checkPhone OTPPhone OTP and prepaid credit before first call7
28AnthropicAI models6 minnoCard before first callEmail verificationPhone OTPPrepaid credit before first call7
29RazorpayPayments6 minnoEmail verificationKYC / business checkMandatory 2FAManual reviewPhone OTPPhone OTP; key regeneration needs OTP7
30PayPalPayments8 minnoCAPTCHAEmail verificationKYC / business checkPhone OTPLocal MCP needs short-lived raw tokens7
31CashfreePayments7 minnoEmail verificationKYC / business checkMandatory 2FAManual reviewPhone OTPTalk to salesOTP on every key generation7
32SquarePayments5 minnoEmail verificationKYC / business checkRemote MCP is production-only7
33GitHubDevtools8 minnoCAPTCHAEmail verificationMandatory 2FACaptcha, mandatory 2FA, no DCR7
34RenderDevtools6 minnoCard before first callEmail verificationAccount-wide keys that never expire7
35HubSpotSaaS6 minnoAdmin approvalEmail verificationNo DCR outside prebuilt connectors7
36SlackSaaS6 minnoAdmin approvalEmail verificationEvery agent needs a registered app7
37DatadogObservability & auth8 minnoEmail verificationBusiness email and irreversible region choice7
38Auth0Observability & auth6 minnoEmail verificationNo hosted MCP; needs an M2M app7
39LaunchDarklyObservability & auth6 minnoEmail verificationllms.txt points at a stale preview host7
40SetuIndia & cloud15 minnoEmail verificationKYC / business checkManual reviewTalk to salesNo developer MCP; KYC for production7
41Microsoft AzureIndia & cloud30 minnoCard before first callEmail verificationMandatory 2FAPhone OTPCard and phone at signup; no llms.txt7
42GroqAI models3 minnoEmail verificationNo agent-native auth; local MCP only6
43AtlassianSaaS8 minnoEmail verificationMandatory 2FANo llms.txt; MCP token auth needs admin6
44AsanaSaaS5 minnoAdmin approvalEmail verificationUsers must register their own OAuth client6
45TwilioComms & data10 minnoCard before first callEmail verificationMandatory 2FAManual reviewPhone OTPPhone OTP; no hosted product MCP; carrier rules6
46SpotifyCommerce10 minnoCAPTCHACard before first callEmail verificationManual reviewPremium required for dev mode; no DCR6
47Zerodha Kite ConnectIndia & clouddaysnoCard before first callEmail verificationKYC / business checkMandatory 2FABroker KYC; token expires daily6
48ZohoIndia & cloud10 minnoEmail verificationMandatory 2FAPhone OTPNo CLI login; region-specific hosts6
49Together AIAI models7 minnoCard before first call$15 card purchase before first call5
50Sarvam AIAI models5 minnoCAPTCHAEmail verificationNo CLI login, OAuth MCP or key API5
51SalesforceSaaS15 minnoAdmin approvalEmail verificationMandatory 2FAMCP needs a hand-built app and sales contact5
52PostmarkComms & data5 minnoDomain verificationEmail verificationManual reviewManual account review before sending5
53Booking.comCommerce2 minnoKYC / business checkManual reviewPartner applicationTalk to salesAffiliate contract and account manager5
54ZomatoCommerce3 minnoManual reviewPartner applicationPhone OTPNo third-party apps; robots.txt blocks agents5
55FreshworksIndia & cloud10 minnoCAPTCHAEmail verificationMCP uses a full-power personal key5
56AdyenPayments30 minnoEmail verificationKYC / business checkMandatory 2FAManual reviewTalk to salesSales-led test account; no remote MCP4
57AmazonCommercedaysnoCAPTCHAEmail verificationKYC / business checkMandatory 2FAManual reviewPhone OTPVideo ID check; robots.txt blocks AI agents4
58UberCommerce5 minnoManual reviewPartner applicationPhone OTPTalk to salesNo self-serve ride API; no llms.txt4
59SendGridComms & data20 minnoCard before first callDomain verificationEmail verificationMandatory 2FAManual reviewPhone OTPMandatory 2FA; no product MCP3
60FlipkartCommercedaysnoEmail verificationKYC / business checkManual reviewPartner applicationPhone OTPSeller KYC; no agent surface3
61PhonePeIndia & clouddaysnoKYC / business checkManual reviewPhone OTPNo MCP or machine-readable docs3
62MSG91India & cloud15 minnoCard before first callEmail verificationManual reviewPhone OTPPhone OTP just to view a key3
63WisePaymentsdaysnoEmail verificationKYC / business checkMandatory 2FAManual reviewPhone OTPTalk to salesNo self-serve sandbox; no MCP2
64AirbnbCommercen/anoKYC / business checkManual reviewPartner applicationTalk to salesInvite-only API; no MCP1

Paths read from official docs on 11 Oct 2026, with no accounts created. Time to key assumes an agent does every step and a human clears only the gates.

Readiness index

1,846 reachable companies, scored on 20 checks across access, context, interfaces, onboarding and trust. Average 41/100.

#DomainGroupScoreLevelllms.txtMCPOAuth self-regBot wall
1turso.techDevtools & infra100L4✓✓✓·
2amplitude.comDevtools & infra100L4✓✓✓·
3postman.comDevtools & infra100L4✓✓✓·
4bird.comComms & SaaS100L4✓✓✓·
5workos.comDevtools & infra98L4✓✓✓·
6telnyx.comComms & SaaS98L4✓✓✓·
7clerk.comDevtools & infra97L4✓✓✓·
8resend.comComms & SaaS97L4✓✓✓·
9browser-use.comAI & ML96L4✓✓✓·
10supabase.comDevtools & infra96L4✓✓✓·
11upstash.comDevtools & infra96L4✓✓✓·
12rootly.comDevtools & infra96L4✓✓✓·
13tavily.comAI & ML95L4✓✓✓·
14railway.appDevtools & infra95L4✓✓✓·
15checklyhq.comDevtools & infra95L4✓✓✓·
16razorpay.comPayments & fintech95L4✓✓✓·
17monday.comDevtools & infra95L4✓✓✓·
18exa.aiAI & ML94L4✓✓✓·
19mem0.aiAI & ML94L4✓✓✓·
20fal.aiAI & ML94L4✓✓✓·
21neon.techDevtools & infra94L4✓✓✓·
22ngrok.comDevtools & infra94L4✓✓··
23alchemy.comPayments & fintech94L4✓✓✓·
24heygen.comAI & ML93L4✓✓✓·
25bland.aiComms & SaaS93L4✓✓✓·
26bland.comYC startups93L4✓✓✓·
27openrouter.aiAI & ML92L4✓✓✓·
28firecrawl.devAI & ML92L4✓✓✓·
29cloudflare.comDevtools & infra92L4✓✓✓·
30netlify.comDevtools & infra92L4✓✓✓·
31gitbook.comDevtools & infra92L4✓✓✓·
32attio.comComms & SaaS92L4✓✓✓·
33notion.comAPI-first (APIs.guru)92L4✓✓✓·
34crewai.comAI & ML91L4✓✓··
35render.comDevtools & infra91L4✓✓··
36digitalocean.comDevtools & infra91L4✓✓✓·
37prisma.ioDevtools & infra91L4✓✓✓·
38close.comComms & SaaS91L4✓✓✓·
39apollo.ioComms & SaaS91L4✓✓✓·
40appwrite.ioAPI-first (APIs.guru)91L4✓✓··
41vercel.comDevtools & infra90L4✓✓✓·
42posthog.comDevtools & infra90L4✓✓✓·
43padlet.comYC startups90L4✓✓✓·
44novita.aiAI & ML89L4✓✓··
45airbyte.comDevtools & infra89L4✓✓✓·
46loops.soComms & SaaS89L4✓✓··
47lusha.comComms & SaaS89L4✓✓✓·
48elevenlabs.ioAI & ML88L4✓✓··
49cartesia.aiAI & ML88L4✓✓✓·
50braintrust.devAI & ML88L4✓✓✓·
51v0.devAI & ML88L4✓✓✓·
52mux.comDevtools & infra88L4✓✓✓·
53novu.coComms & SaaS88L4✓✓✓·
54ramp.comPayments & fintech87L4✓✓✓·
55import.ioAPI-first (APIs.guru)87L4✓✓✓·
56hygraph.comDevtools & infra86L4✓✓✓·
57mixpanel.comDevtools & infra85L4✓✓✓·
58grafana.comDevtools & infra85L4✓✓✓·
59retool.comDevtools & infra85L4✓✓✓·
60kraken.comPayments & fintech85L4✓✓✓·
61vanta.comData, security & logistics85L4✓✓✓·
62elmah.ioAPI-first (APIs.guru)85L4✓✓··
63flat.ioAPI-first (APIs.guru)85L4✓✓✓·
64pinecone.ioDevtools & infra84L4✓✓··
65tally.soPayments & fintech84L4✓✓✓·
66messagebird.comComms & SaaS84L4✓·✓·
67synthflow.aiComms & SaaS84L4✓✓··
68e2b.devAI & ML83L4✓✓··
69growthbook.ioDevtools & infra83L4✓✓✓·
70buildkite.comDevtools & infra83L4✓✓✓·
71prismic.ioDevtools & infra83L4✓✓✓·
72plain.comComms & SaaS83L4✓✓✓·
73brightdata.comData, security & logistics83L4✓✓✓·
74mapbox.comData, security & logistics83L4✓✓✓·
75fathom.aiYC startups83L4✓✓✓·
76roboflow.comYC startups83L4✓✓✓·
77tavus.ioYC startups83L4✓✓✓·
78expo.devYC startups83L4✓✓✓·
79lambdatest.comAPI-first (APIs.guru)83L4✓✓··
80browserbase.comAI & ML82L4✓✓··
81descope.comDevtools & infra82L4✓✓✓·
82webflow.comDevtools & infra82L4✓✓✓·
83customer.ioComms & SaaS82L4✓✓✓·
84knock.appComms & SaaS82L4✓✓✓·
85builtwith.comData, security & logistics82L4✓✓··
86suger.ioYC startups82L4✓✓✓·
87apify.comData, security & logistics81L4✓·✓·
88bitmovin.comYC startups81L4✓✓✓·
89enode.ioAPI-first (APIs.guru)81L4✓✓✓·
90jumpseller.comAPI-first (APIs.guru)81L4✓✓··
91motaword.comAPI-first (APIs.guru)81L4✓✓✓·
92pdfgeneratorapi.comAPI-first (APIs.guru)81L4✓✓··
93resemble.aiAI & ML80L4✓✓··
94stripe.comPayments & fintech80L4✓✓✓·
95alpaca.marketsPayments & fintech80L4✓✓··
96retellai.comComms & SaaS80L4✓✓··
97inevent.comYC startups80L4✓✓✓·
98conveo.aiYC startups80L4✓✓✓·
99gumloop.comYC startups80L4✓✓✓·
100openindex.aiAPI-first (APIs.guru)80L4✓✓✓·
101plaid.comPayments & fintech79L3✓✓✓·
102surveymonkey.comComms & SaaS79L3✓✓✓·
103middesk.comYC startups79L3✓✓✓·
104quo.comYC startups79L3✓✓✓·
105anakin.ioYC startups79L3✓✓✓·
106spott.ioYC startups79L3✓✓✓·
107perplexity.aiAI & ML78L3✓✓✓walled
108honeycomb.ioDevtools & infra78L3✓✓✓·
109make.comDevtools & infra78L3✓✓✓·
110framer.comDevtools & infra78L3✓✓✓·
111asana.comDevtools & infra78L3✓✓✓·
112infobip.comComms & SaaS78L3✓✓··
113calendly.comComms & SaaS78L3✓✓✓·
114shiprocket.inData, security & logistics78L3✓✓✓·
115workable.comHealth, edu & HR78L3✓✓✓·
116reducto.aiAI & ML77L3✓✓··
117windsurf.comAI & ML77L3✓✓··
118reka.aiAI & ML77L3✓✓··
119runwayml.comAI & ML77L3✓✓✓·
120codeium.comAI & ML77L3✓✓··
121replit.comAI & ML77L3✓✓✓·
122infisical.comDevtools & infra77L3✓✓··
123flagsmith.comDevtools & infra77L3✓✓✓·
124mintlify.comDevtools & infra77L3✓✓✓·
125linear.appDevtools & infra77L3✓✓✓·
126sanity.ioDevtools & infra77L3✓✓✓·
127cal.comComms & SaaS77L3·✓✓·
128bitrise.ioYC startups77L3✓✓··
129sendblue.comYC startups77L3✓✓✓·
130predictleads.comYC startups77L3✓✓✓·
131middleware.ioYC startups77L3✓✓✓·
132getpostman.comAPI-first (APIs.guru)77L3✓✓··
133circleci.comDevtools & infra76L3✓·✓·
134incident.ioDevtools & infra76L3✓✓✓·
135zapier.comDevtools & infra76L3✓✓··
136figma.comDevtools & infra76L3✓✓✓·
137braze.comComms & SaaS76L3✓✓✓·
138within.aiYC startups76L3✓✓✓·
139photoroom.comYC startups76L3✓✓✓·
140storylane.ioYC startups76L3✓✓✓·
141dust.ttAI & ML75L3✓✓✓·
142inngest.comDevtools & infra75L3✓✓··
143semgrep.devDevtools & infra75L3✓✓··
144squareup.comPayments & fintech75L3✓✓✓·
145navan.comPayments & fintech75L3✓✓✓·
146courier.comComms & SaaS75L3✓✓··
147intercom.comComms & SaaS75L3✓✓✓·
148talkable.comYC startups75L3✓✓✓·
149fintoc.comYC startups75L3✓✓✓·
150convex.devDevtools & infra74L3✓✓··
151betterstack.comDevtools & infra74L3·✓✓·
152docker.comDevtools & infra74L3✓✓··
153airwallex.comPayments & fintech74L3✓✓✓·
154deel.comPayments & fintech74L3✓✓··
155apilayer.comData, security & logistics74L3✓✓✓·
156secureframe.comData, security & logistics74L3✓✓✓·
157upflow.ioYC startups74L3✓✓✓·
158recurrency.comYC startups74L3✓✓✓·
159codat.ioAPI-first (APIs.guru)74L3✓✓✓·
160ip2location.ioAPI-first (APIs.guru)74L3✓✓··
161pdfbroker.ioAPI-first (APIs.guru)74L3✓✓··
162clickup.comDevtools & infra73L3✓✓✓·
163apollographql.comDevtools & infra73L3✓✓··
164flexport.comData, security & logistics73L3✓✓✓·
165curri.comYC startups73L3✓✓✓·
166enode.comYC startups73L3✓✓✓·
167llamaindex.aiAI & ML72L3✓✓✓·
168arize.comAI & ML72L3✓✓··
169fly.ioDevtools & infra72L3✓✓··
170rudderstack.comDevtools & infra72L3✓✓✓·
171mongodb.comDevtools & infra72L3✓✓··
172tray.ioDevtools & infra72L3✓✓✓·
173pipedream.comDevtools & infra72L3✓✓··
174wix.comDevtools & infra72L3✓✓✓·
175flexprice.ioPayments & fintech72L3✓✓··
176sift.comPayments & fintech72L3✓✓✓·
177daily.coComms & SaaS72L3✓✓··
178zoominfo.comComms & SaaS72L3✓✓✓·
179gupshup.ioComms & SaaS72L3✓✓✓·
180typeform.comComms & SaaS72L3✓✓✓·
181encord.comYC startups72L3✓✓✓·
182popl.coYC startups72L3✓✓··
183glideapps.comYC startups72L3✓✓✓·
184deepinfra.comAI & ML71L3✓✓··
185langchain.comAI & ML71L3✓✓··
186gladia.ioAI & ML71L3✓✓··
187metronome.comPayments & fintech71L3✓✓··
188quicknode.comPayments & fintech71L3✓···
189folk.appComms & SaaS71L3✓✓✓·
190ipinfo.ioData, security & logistics71L3✓✓··
191shippo.comData, security & logistics71L3✓✓✓·
192trmlabs.comYC startups71L3✓✓✓·
193happyrobot.aiYC startups71L3✓✓✓·
194golinks.ioYC startups71L3✓✓··
195greip.ioAPI-first (APIs.guru)71L3✓✓··
196speakeasy.comDevtools & infra70L3✓···
197stigg.ioPayments & fintech70L3✓✓··
198cometchat.comComms & SaaS70L3✓✓··
199opensea.ioYC startups70L3✓✓··
200api2pdf.comAPI-first (APIs.guru)70L3✓✓··
201vellum.aiAI & ML69L3✓✓··
202notion.soDevtools & infra69L3✓✓··
203builder.ioDevtools & infra69L3✓✓✓·
204paypal.comPayments & fintech69L3✓✓✓·
205klaviyo.comComms & SaaS69L3✓✓✓·
206vapi.aiComms & SaaS69L3✓✓··
207hunter.ioComms & SaaS69L3✓·✓·
208wistia.comComms & SaaS69L3✓✓✓·
209box.comComms & SaaS69L3✓✓··
210oxylabs.ioData, security & logistics69L3✓✓··
211tines.comData, security & logistics69L3✓···
212interzoid.comAPI-first (APIs.guru)69L3✓✓··
213pika.artAI & ML68L3✓✓··
214propelauth.comDevtools & infra68L3✓✓··
215kinde.comDevtools & infra68L3✓✓··
216privy.ioPayments & fintech68L3✓✓··
217recurly.comPayments & fintech68L3✓✓✓·
218onesignal.comComms & SaaS68L3✓✓··
219medusajs.comConsumer & commerce68L3✓✓✓·
220dropbox.comComms & SaaS68L3✓✓✓·
221kajabi.comConsumer & commerce68L3✓✓✓·
222suki.aiHealth, edu & HR68L3✓✓··
223functionofbeauty.comYC startups68L3✓✓··
224kombo.devYC startups68L3✓✓··
225tryfinch.comYC startups68L3✓✓··
226flaviar.comYC startups68L3✓✓··
227journy.ioAPI-first (APIs.guru)68L3·✓✓·
228together.aiAI & ML67L3✓✓··
229daytona.ioAI & ML67L3✓···
230greptile.comAI & ML67L3✓✓··
231newrelic.comDevtools & infra67L3✓✓✓·
232brex.comPayments & fintech67L3✓✓✓·
233haveibeenpwned.comData, security & logistics67L3·✓✓·
234tryriot.comYC startups67L3✓✓✓·
235modelml.comYC startups67L3✓✓✓·
236humaans.ioYC startups67L3✓✓✓·
237bufferapp.comAPI-first (APIs.guru)67L3✓···
238rebilly.comAPI-first (APIs.guru)67L3✓✓··
239jfrog.comDevtools & infra66L3✓✓··
240fusionauth.ioDevtools & infra66L3✓···
241payu.inPayments & fintech66L3✓✓✓·
242airtable.comDevtools & infra66L3·✓✓·
243chargebee.comPayments & fintech66L3✓✓··
244geotab.comData, security & logistics66L3✓✓✓·
245producthunt.comData, security & logistics66L3✓✓✓·
246estoca.com.brYC startups66L3✓✓··
247instrumentl.comYC startups66L3✓✓✓·
248soundboks.comYC startups66L3✓✓··
249clarify.ioAPI-first (APIs.guru)66L3·✓✓·
250ideal-postcodes.co.ukAPI-first (APIs.guru)66L3✓···
251suno.comAI & ML65L3✓✓✓·
252synthesia.ioAI & ML65L3✓✓✓·
253coderabbit.aiAI & ML65L3✓✓··
254mailgun.comComms & SaaS65L3✓✓··
255outreach.ioComms & SaaS65L3✓✓✓·
256slack.comComms & SaaS65L3✓✓··
257permutive.comYC startups65L3✓✓··
258getaccept.comYC startups65L3✓✓✓·
259pave.comYC startups65L3✓✓✓·
260getbinks.comYC startups65L3✓✓··
261datlo.comYC startups65L3✓✓✓·
262lugg.comYC startups65L3✓✓··
263vitablehealth.comYC startups65L3✓✓··
264agentcollect.comYC startups65L3✓✓✓·
265methodfi.comYC startups65L3✓✓··
266slite.comYC startups65L3·✓✓·
267portao3.com.brYC startups65L3✓✓··
268avaza.comAPI-first (APIs.guru)65L3·✓✓·
269ntropy.networkAPI-first (APIs.guru)65L3✓✓··
270langfuse.comAI & ML64L3✓✓··
271d-id.comAI & ML64L3✓✓··
272augmentcode.comAI & ML64L3✓✓··
273supertokens.comDevtools & infra64L3✓✓··
274imagekit.ioDevtools & infra64L3✓·✓·
275greenhouse.ioHealth, edu & HR64L3✓✓✓·
276go1.comYC startups64L3·✓✓·
277arketa.comYC startups64L3✓···
278juicymarbles.comYC startups64L3✓✓··
279json2video.comAPI-first (APIs.guru)64L3✓···
280cohere.comAI & ML63L3✓✓··
281jina.aiAI & ML63L3·✓··
282assemblyai.comAI & ML63L3✓✓··
283x.aiAI & ML63L3✓✓·walled
284signoz.ioDevtools & infra63L3✓···
285optimizely.comDevtools & infra63L3✓✓··
286ghost.orgDevtools & infra63L3✓✓··
287trychroma.comDevtools & infra63L3✓✓··
288storyblok.comDevtools & infra63L3✓✓··
289sendinblue.comComms & SaaS63L3✓✓··
290serpapi.comData, security & logistics63L3✓✓··
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