Can an AI AGENT
find & build with your product?

Ranked by how discoverable and usable each company is for AI agents.

40 tools, run head-to-head. We score whether an agent can discover and choose the tool — then we run a live coding agent and score whether it can actually build. Every point traces to a check or a measured signal.

Discoverable — found, read & recommendedUsable — capability surface + agent builds with it

#	Vendor	Category	Discoverable	Usable	Score	Grade	Updated
01	Browserlesshttps://browserless.io	Browser Automation	40/50	41/50	81	B	Jul 2026
02	Pineconehttps://pinecone.io	Vector database	43/50	38/50	81	B	Jul 2026
03	Neonhttps://neon.com	Managed database	35/50	40/50	75	B	Jun 2026
04	Resendhttps://resend.com	Email	42/50	32/50	74	B	Jul 2026
05	Supabasesupabase.com	Managed database	38/50	32/50	70	B	Jun 2026
06	Knockhttps://knock.app/	Push Messaging	33/50	36/50	69	C	Jul 2026
07	Novuhttps://novu.co/	Push Messaging	35/50	33/50	68	C	Jul 2026
08	Postmarkhttps://postmarkapp.com	Email	38/50	30/50	68	C	Jul 2026
09	Xataxata.io	Managed database	37/50	29/50	66	C	Jun 2026
10	Firecrawlhttps://firecrawl.dev	Search	35/50	30/50	65	C	Jul 2026
11	WorkOSworkos.com	Authentication	37/50	28/50	65	C	Jun 2026
12	Convexconvex.dev	Managed database	34/50	31/50	65	C	Jul 2026
13	Zillizhttps://zilliz.com	Vector database	31/50	34/50	65	C	Jul 2026
14	Loopshttps://loops.so	Email	34/50	30/50	64	C	Jul 2026
15	MongoDB Atlasmongodb.com	Managed database	36/50	27/50	63	C	Jul 2026
16	Qdranthttps://qdrant.tech	Vector database	32/50	31/50	63	C	Jul 2026
17	Tursoturso.tech	Managed database	31/50	32/50	63	C	Jun 2026
18	PlanetScaleplanetscale.com	Managed database	29/50	34/50	63	C	Jun 2026
19	Descopedescope.com	Authentication	38/50	24/50	62	C	Jun 2026
20	OneSignalonesignal.com	Push Messaging	36/50	25/50	61	C	Jul 2026
21	Tavilyhttps://tavily.com	Search	30/50	31/50	61	C	Jul 2026
22	Weaviatehttps://weaviate.io	Vector database	29/50	32/50	61	C	Jul 2026
23	Auth0auth0.com	Authentication	34/50	26/50	60	C	Jun 2026
24	Browser Usehttps://browser-use.com	Browser Automation	34/50	25/50	59	C	Jul 2026
25	Browserbasehttps://browserbase.com	Browser Automation	29/50	30/50	59	C	Jul 2026
26	Steelhttps://steel.dev	Browser Automation	32/50	26/50	58	C	Jul 2026
27	CockroachDBcockroachlabs.com	Managed database	24/50	34/50	58	C	Jun 2026
28	Brave Searchhttps://brave.com/search/api	Search	32/50	25/50	57	C	Jul 2026
29	Mailgunhttps://mailgun.com	Email	31/50	25/50	56	C	Jul 2026
30	Exahttps://exa.ai	Search	29/50	27/50	56	C	Jul 2026
31	Clerkclerk.com	Authentication	28/50	26/50	54	C	Jun 2026
32	Firebase Authenticationhttps://firebase.google.com	Authentication	27/50	27/50	54	C	Jun 2026
33	Courierhttps://courier.com	Push Messaging	23/50	30/50	53	C	Jul 2026
34	Anchorhttps://anchorbrowser.io	Browser Automation	29/50	24/50	53	C	Jul 2026
35	Chromahttps://trychroma.com	Vector database	21/50	32/50	53	C	Jul 2026
36	Stytchstytch.com	Authentication	25/50	25/50	50	C	Jun 2026
37	Hyperbrowserhttps://hyperbrowser.ai	Browser Automation	26/50	22/50	48	D	Jul 2026
38	Serperhttps://serper.dev	Search	16/50	28/50	44	D	Jul 2026
39	Nilethenile.dev	Managed database	18/50	21/50	39	D	Jun 2026
40	Jina AIhttps://jina.ai	Search	10/50	25/50	35	D	Jul 2026