What is an agent-readiness score?

A 0-100 score that measures how well AI agents can discover, authenticate with, and use a product. It covers five layers: Discovery, Identity, Auth & Access, Integration, and User Experience.

How does ora score a website?

ora runs 110+ automated checks against public URLs - no login or self-reporting required. Checks test for MCP server presence, OpenAPI specs, llms.txt, structured data, auth patterns, and more.

What is an MCP server?

Model Context Protocol (MCP) is an open standard for connecting AI agents to external tools and data. An MCP server exposes a product's capabilities as tools that AI agents can discover and invoke.

The agent's index of the web

Search by capability or domain. Every result is a usable, scored agent front.

Building an agent? This directory is a live Agentic Resource Discovery registry - query the same data programmatically at /api/ard/search.

Top agent catalogs

Ranked by indexed resources, then Ora score

The agent's index of the web

Top agent catalogs

Telnyx

Vercel

Twilio

Cursor

HeyGen

WorkOS

Auth0

coralogix.com

Cloudflare

Upstash

Bright Data

Langfuse

dynatrace.com

Supabase

Tavily

didit.me

Browser Use

Parallel

ElevenLabs

Resend

cekura.ai

Pulumi

Manufact

tavus.io

Weights & Biases

DeepL

svix.com

Cartesia

Forter

AnomalyArmor

Descope

blaxel.ai

OpenRouter

Mem0

primitive.dev

quicknode.com

asteroid.ai

skyvern.com

prefect.io

loyaltylion.com

Pinecone

Semgrep

Turso

twenty.com

openfunnel.dev

softr.io

Monday.com

Fourthwall

CircleCI

Confluent

Mintlify

Klaviyo

Ora

PlanetScale

alpaca.markets

Retell AI

here.now

galileo.ai

memberstack.com

assemblyai.com