The State of Agent-Readiness · Live

How agent-ready is the world’s API surface?

The independent, cross-vendor view — every API on the Discry Index, graded on whether AI agents can discover and understand it. Refreshed as the directory grows; last scan Jul 3, 2026.

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Agent-ready

Discovery × Comprehension

Every API plotted by whether agents can find it (x) and understand it (y), colored by grade. Filter by industry to see how each vertical clusters — most sit high on comprehension but scatter on discovery.

Agent-ReadyUnderstood, hard to findFindable, unclearInvisibleFirecrawl — discovery 98, comprehension 100Linkup — discovery 98, comprehension 100apideck.com — discovery 95, comprehension 100OneSignal — discovery 95, comprehension 100Pinecone — discovery 95, comprehension 100Chroma — discovery 100, comprehension 96Mem0 — discovery 98, comprehension 96Tavily — discovery 93, comprehension 100Apify — discovery 90, comprehension 100Arcade.dev — discovery 95, comprehension 96Cloudflare — discovery 95, comprehension 96ElevenLabs — discovery 95, comprehension 96LangChain — discovery 95, comprehension 96LlamaIndex — discovery 90, comprehension 100MiniMax — discovery 95, comprehension 96Nimble — discovery 90, comprehension 100OpenAI — discovery 90, comprehension 100Prisma — discovery 95, comprehension 96Supabase — discovery 95, comprehension 96talonicdev — discovery 95, comprehension 96Webflow — discovery 95, comprehension 96AssemblyAI — discovery 93, comprehension 96Deepgram — discovery 88, comprehension 100Paddle — discovery 88, comprehension 100Dwolla — discovery 86, comprehension 100Perigon — discovery 95, comprehension 93Appwrite — discovery 90, comprehension 96Auth0 — discovery 90, comprehension 96Kong — discovery 90, comprehension 96Saleor — discovery 90, comprehension 96Sentry — discovery 90, comprehension 96Temporal — discovery 90, comprehension 96Thunder Compute — discovery 95, comprehension 91Vercel — discovery 90, comprehension 96Cal.com — discovery 86, comprehension 96Knock — discovery 88, comprehension 96LaunchDarkly — discovery 88, comprehension 96Parallel — discovery 88, comprehension 96Payabli — discovery 86, comprehension 96Perplexity — discovery 83, comprehension 100Snowplow — discovery 88, comprehension 96Together AI — discovery 86, comprehension 96Exa — discovery 90, comprehension 91SonarSource — discovery 90, comprehension 91Statsig — discovery 90, comprehension 91Courier — discovery 83, comprehension 96crewai — discovery 93, comprehension 87Oso — discovery 83, comprehension 96Railway — discovery 83, comprehension 96Replicate — discovery 90, comprehension 90Paragon — discovery 93, comprehension 87Attio — discovery 86, comprehension 91ClickHouse — discovery 86, comprehension 91Cohere — discovery 76, comprehension 100Datadog — discovery 86, comprehension 91Unblocked — discovery 81, comprehension 96honcho — discovery 81, comprehension 96Mistral AI — discovery 81, comprehension 96Netlify — discovery 81, comprehension 96Resend — discovery 81, comprehension 96Stytch — discovery 81, comprehension 96vatnode — discovery 76, comprehension 100Anam — discovery 79, comprehension 96apimatic.io — discovery 76, comprehension 97Eden AI — discovery 81, comprehension 93GitHub — discovery 81, comprehension 93IPGeolocation — discovery 81, comprehension 94Kinde — discovery 79, comprehension 96Nylas — discovery 79, comprehension 96Render — discovery 88, comprehension 88Strapi — discovery 79, comprehension 96Clerk — discovery 86, comprehension 87Cognition — discovery 81, comprehension 91CoinAPI — discovery 76, comprehension 96Plus AI — discovery 76, comprehension 96Smartlead — discovery 71, comprehension 100Storybook — discovery 71, comprehension 100Web3Auth — discovery 71, comprehension 1001Password — discovery 69, comprehension 100Bright Data — discovery 74, comprehension 96Descope — discovery 83, comprehension 88Docker — discovery 95, comprehension 78FusionAuth — discovery 79, comprehension 91Notion — discovery 83, comprehension 88Plaid — discovery 69, comprehension 100Twelve Data — discovery 76, comprehension 94AdButler — discovery 71, comprehension 96Basic Machines — discovery 71, comprehension 96Cypress — discovery 67, comprehension 100Mollie — discovery 71, comprehension 96Stripe — discovery 71, comprehension 96SuperTokens — discovery 71, comprehension 96Weaviate — discovery 71, comprehension 96ArcadeData — discovery 76, comprehension 91Box — discovery 76, comprehension 91Confluent — discovery 81, comprehension 87Hygraph — discovery 69, comprehension 96MailerLite — discovery 69, comprehension 96Neon — discovery 69, comprehension 96Square — discovery 71, comprehension 94WorkOS — discovery 83, comprehension 84Amplitude — discovery 67, comprehension 96Checkout.com — discovery 67, comprehension 96Finch — discovery 67, comprehension 96MailerSend — discovery 67, comprehension 96Mapbox — discovery 67, comprehension 96Plivo — discovery 62, comprehension 100SheerID — discovery 71, comprehension 93Zapier — discovery 67, comprehension 96dreamfactorysoftware — discovery 60, comprehension 100Epidemic Sound — discovery 60, comprehension 100Front — discovery 71, comprehension 91Groq — discovery 64, comprehension 96Medusa — discovery 71, comprehension 91Mercury — discovery 76, comprehension 87AWS — discovery 74, comprehension 87DatoCMS — discovery 62, comprehension 96emnify — discovery 62, comprehension 96Svelte — discovery 62, comprehension 96api2cart.com — discovery 71, comprehension 87BigCommerce — discovery 71, comprehension 88Close — discovery 64, comprehension 94Cube Dev — discovery 71, comprehension 87Elastic — discovery 83, comprehension 78Guru — discovery 67, comprehension 91GoCardless — discovery 71, comprehension 87jina — discovery 60, comprehension 96Lula — discovery 74, comprehension 84Metaplane — discovery 67, comprehension 91Payload — discovery 71, comprehension 87Snowflake — discovery 76, comprehension 84Twilio — discovery 71, comprehension 87Zoom — discovery 71, comprehension 88Intercom — discovery 64, comprehension 91Spotify — discovery 67, comprehension 88ably.io — discovery 62, comprehension 91Activepieces — discovery 90, comprehension 69Airbyte — discovery 81, comprehension 76Anthropic — discovery 52, comprehension 100Apollo GraphQL — discovery 62, comprehension 91Fly.io — discovery 55, comprehension 96Massed Compute — discovery 71, comprehension 84Monday.com — discovery 52, comprehension 100OctagonAI — discovery 62, comprehension 91Octopus Deploy — discovery 76, comprehension 79PostHog — discovery 71, comprehension 84RudderStack — discovery 67, comprehension 87Sanity — discovery 67, comprehension 87Semgrep — discovery 86, comprehension 71Servers.com — discovery 74, comprehension 81Adyen — discovery 64, comprehension 87api.video — discovery 62, comprehension 90Asana — discovery 62, comprehension 90Buildkite — discovery 57, comprehension 93ClickUp — discovery 76, comprehension 78HashiCorp — discovery 60, comprehension 91Heap — discovery 60, comprehension 90Okta — discovery 67, comprehension 85OVHcloud — discovery 60, comprehension 91PayPal — discovery 69, comprehension 84vitrine3d — discovery 57, comprehension 93DigitalOcean — discovery 81, comprehension 71Gravitee — discovery 76, comprehension 76LottieFiles — discovery 52, comprehension 96pdfcrowd — discovery 52, comprehension 96Shopify — discovery 67, comprehension 84Axiom — discovery 64, comprehension 84Coresignal — discovery 60, comprehension 87DuploCloud — discovery 71, comprehension 79Kloudle — discovery 57, comprehension 90Teamwork — discovery 74, comprehension 75commercetools — discovery 48, comprehension 96Dashform — discovery 57, comprehension 87Miro — discovery 57, comprehension 87Mondu — discovery 60, comprehension 85Windsor.ai — discovery 55, comprehension 90CData — discovery 67, comprehension 78Clidey (WhoDB) — discovery 45, comprehension 96Doist — discovery 62, comprehension 82Edera — discovery 45, comprehension 96JetBrains — discovery 67, comprehension 78lemon.markets — discovery 50, comprehension 91SendGrid — discovery 60, comprehension 84Upstash — discovery 52, comprehension 91anchore.io — discovery 57, comprehension 84GitLab — discovery 74, comprehension 71Kanta — discovery 50, comprehension 90Pipeboard — discovery 52, comprehension 88PredictLeads — discovery 71, comprehension 72Senzing — discovery 43, comprehension 96serpapi — discovery 57, comprehension 85Storyblok — discovery 43, comprehension 96amadeus.com — discovery 52, comprehension 87codat.io — discovery 48, comprehension 90DecisionNode — discovery 52, comprehension 87Medusa — discovery 52, comprehension 87Slack — discovery 69, comprehension 72Atlassian — discovery 67, comprehension 72Crossbeam — discovery 55, comprehension 82Frontegg — discovery 36, comprehension 97LunarCrush — discovery 57, comprehension 81Mixpanel — discovery 52, comprehension 85YouTube — discovery 52, comprehension 85apigee.local — discovery 43, comprehension 91Braze — discovery 45, comprehension 88Hugging Face — discovery 43, comprehension 91Klaviyo — discovery 43, comprehension 90Segment — discovery 43, comprehension 90Canva — discovery 52, comprehension 82Datanomik — discovery 67, comprehension 69Escape — discovery 48, comprehension 84metricool — discovery 67, comprehension 69PlanetScale — discovery 71, comprehension 66Brave — discovery 38, comprehension 91Cisco — discovery 62, comprehension 71ThoughtSpot — discovery 45, comprehension 85AletaIndex — discovery 36, comprehension 91luno — discovery 62, comprehension 69Prismic — discovery 40, comprehension 87Vonage — discovery 52, comprehension 78Zendesk — discovery 29, comprehension 96Calendly — discovery 40, comprehension 85DHL — discovery 52, comprehension 76MongoDB — discovery 64, comprehension 65New Relic — discovery 40, comprehension 85Postman — discovery 40, comprehension 85Ahrefs — discovery 40, comprehension 84instacart — discovery 40, comprehension 84Bitbucket — discovery 52, comprehension 72DeepSeek — discovery 26, comprehension 94HoneyLabs — discovery 29, comprehension 90MailboxValidator — discovery 52, comprehension 72SubDownload — discovery 29, comprehension 91ThinAirTelematics — discovery 38, comprehension 84apis.guru — discovery 60, comprehension 63Raindrop — discovery 57, comprehension 66Xero — discovery 48, comprehension 72Personio — discovery 50, comprehension 68Plausible — discovery 24, comprehension 90Postmark — discovery 36, comprehension 79Adobe — discovery 67, comprehension 53akeneo.com — discovery 24, comprehension 88Opsera — discovery 38, comprehension 76PowerAPI — discovery 38, comprehension 76Verihubs — discovery 50, comprehension 66Axelar Network — discovery 24, comprehension 85Enable Banking — discovery 24, comprehension 85Figma — discovery 38, comprehension 74PagerDuty — discovery 29, comprehension 82Braintree — discovery 43, comprehension 69Controlant — discovery 43, comprehension 69DataNexus — discovery 17, comprehension 90Easebuzz — discovery 31, comprehension 78Equinix — discovery 50, comprehension 62Radar Treasury — discovery 40, comprehension 71Linear — discovery 52, comprehension 57Snipcart — discovery 12, comprehension 91Sonatype — discovery 26, comprehension 78webdriverio — discovery 14, comprehension 88Apillon — discovery 21, comprehension 81Excalidraw — discovery 29, comprehension 75Contentful — discovery 29, comprehension 72Formester — discovery 24, comprehension 76Klarna — discovery 40, comprehension 63Voicemod — discovery 38, comprehension 65Cash Flow Frog — discovery 43, comprehension 59gomarble-ai — discovery 24, comprehension 74Lemon Squeezy — discovery 17, comprehension 81retrain.ai — discovery 50, comprehension 54Shutterstock — discovery 24, comprehension 75Agave — discovery 21, comprehension 78Instagram — discovery 48, comprehension 53Lucinity — discovery 31, comprehension 68Pexels — discovery 17, comprehension 79amentum.space — discovery 24, comprehension 72apacta.com — discovery 43, comprehension 54Pipedrive — discovery 45, comprehension 50Swell — discovery 29, comprehension 63Telegram — discovery 19, comprehension 71EMTECH — discovery 12, comprehension 75Freshworks — discovery 38, comprehension 54api2pdf.com — discovery 40, comprehension 50Salesforce — discovery 17, comprehension 69incwo — discovery 12, comprehension 72Clay — discovery 21, comprehension 63HubSpot — discovery 40, comprehension 47Stack Exchange — discovery 5, comprehension 76Red Hat — discovery 40, comprehension 46CloudRail — discovery 12, comprehension 66dm-drogerie-markt — discovery 24, comprehension 57adafruit.com — discovery 31, comprehension 50Copper — discovery 17, comprehension 60Mercado Libre — discovery 5, comprehension 69Splunk — discovery 26, comprehension 50Airtable — discovery 29, comprehension 43Alpha Vantage — discovery 17, comprehension 53WooCommerce — discovery 31, comprehension 41GameScorekeeper — discovery 19, comprehension 43Qualtrics — discovery 12, comprehension 44Legends — discovery 29, comprehension 26WeCashUp — discovery 26, comprehension 28CloudBackend — discovery 19, comprehension 31Clootrack — discovery 38, comprehension 13M2P Fintech — discovery 45, comprehension 6apidapp.com — discovery 0, comprehension 41apache.org — discovery 24, comprehension 12alertersystem.com — discovery 12, comprehension 12Emblem AI — discovery 26, comprehension 0iC Consult — discovery 26, comprehension 0Agave Games — discovery 19, comprehension 0Salt Security — discovery 19, comprehension 0aiception.com — discovery 12, comprehension 0apicurio.local — discovery 0, comprehension 0Blue Sky Analytics — discovery 0, comprehension 0Clockwise — discovery 0, comprehension 0Discovery →Comprehension →

Grade distribution

  • A5116%
  • B12038%
  • C6922%
  • D5317%
  • F227%

The signature gap

DISCOVERY — CAN AGENTS FIND IT0
COMPREHENSION — CAN AGENTS UNDERSTAND IT0

Agents understand APIs far better than they can find them — a 22-point discovery gap, on average, across the index.

Agent-readiness by industry

Which verticals are ready for the agent era — and which are invisible to it.

AI

18 APIsA
01Firecrawl0A
02Pinecone0A
03Chroma0A
04ElevenLabs0A
05OpenAI0A
View all

Security & Identity

11 APIsB
01Auth00A
02Stytch0B
03Kinde0B
04Clerk0B
051Password0B
View all

Fintech

13 APIsB
01Dwolla0A
02Plaid0B
03Mollie0B
04Stripe0B
05Square0B
View all

Dev Infrastructure

45 APIsB
01Cloudflare0A
02Supabase0A
03Appwrite0A
04Sentry0A
05Temporal0A
View all

Martech

10 APIsB
01Webflow0A
02Strapi0B
03Hygraph0B
04DatoCMS0B
05Payload0B
View all

Communications

16 APIsC
01Knock0A
02Courier0A
03Resend0B
04Nylas0B
05Plivo0B
View all

E-commerce

11 APIsC
01Paddle0A
02Saleor0A
03Medusa0B
04BigCommerce0B
05Shopify0B
View all

Productivity

14 APIsC
01Cal.com0A
02Notion0B
03Box0B
04Activepieces0B
05Monday.com0B
View all

Data & Analytics

15 APIsC
01Snowplow0A
02Statsig0A
03CoinAPI0B
04Amplitude0B
05PostHog0B
View all

Sales Tech

11 APIsC
01Attio0B
02Front0B
03Close0B
04Intercom0B
05Zendesk0C
View all

Grade spread by industry

AI18
61%
E-commerce11
18%
Dev Infrastructure45
18%
Data & Analytics15
13%
Communications16
13%
Martech10
10%
Security & Identity11
9%
Fintech13
8%
Productivity14
7%
Sales Tech11
0%

Signal adoption

The machine-readable signals agents look for first. Comprehension is common; the discovery signals that get an agent to your API in the first place are still rare.

  • llms.txt0%
  • AGENTS.md0%
  • OpenAPI spec0%
  • MCP0%

Discry measures agent-readiness — how discoverable and understandable each API is — refreshed when we re-scan. It is analytics over the scored Index, not live agent-vs-human traffic: we don’t host docs or sit in the request path.

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