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$0.01 / agent readiness report

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AI Agent Readiness Audit for MCP & A2A

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Audit whether an API or repository is ready for machine discovery across OpenAPI, MCP, A2A, and Apify. Returns deterministic READY, PARTIAL, or BLOCKED findings with remediation.

Pricing

$0.01 / agent readiness report

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0.0

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Developer

Matteo Messina

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2 days ago

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MCP & A2A Agent Readiness Audit | Apify Actor API through CLI

The Apify CLI is the official tool that allows you to use AI Agent Readiness Audit for MCP & A2A locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

AI Agent Readiness Audit for MCP & A2A API in Python

AI Agent Readiness Audit for MCP & A2A API in JavaScript

AI Agent Readiness Audit for MCP & A2A OpenAPI definition

AI Agent Readiness Audit for MCP & A2A API

AI Agent Readiness Audit

exalted_mud_vjz/agent-readiness-audit

Score any website for how well it works with, and defends against, AI agents. Nine checks, a 0 to 100 score, and a letter grade per site.

Asish Singh

GEO & AI Agent Readiness Audit

bakos_bence/geo-agent-readiness-audit

Bulk-audit public websites for Generative Engine Optimization (GEO) and AI agent readiness. Scores crawler access, schema, llms.txt, and agent discovery; keep / change / missing report per site. Unofficial public-page audit.

Bakos Bence

Website for Agents Audit

bmiller1009/agent-ready-audit

Audit whether AI assistants, crawlers, and software agents can discover and use a public website.

Sentinel Signal

AI Commerce Agent Readiness Auditor

trovevault/ai-commerce-agent-readiness-auditor

Audits e-commerce sites for AI-agent shopping readiness with machine access, product schema, search, cart, policy, task friction, and fixes.

Trove Vault

MCP & x402 Readiness Auditor

wintry_nutmeg/mcp-x402-readiness-monitor

Validate remote MCP tools and x402 seller discovery, pricing, and payment readiness before autonomous agents spend money.

Dries Vd

Agent Readiness Audit

ondrejulehla/agent-readiness-audit

Check how ready a website is for AI agents: robots.txt policy for AI crawlers, llms.txt, sitemap, structured data, MCP server card, and JavaScript dependence.

Ondřej Úlehla

MCP Readiness Auditor

junipr/mcp-readiness-auditor

Audit tools/actors for MCP and AI-agent readiness: schemas, docs, examples, tasks, and outputs.

junipr

GEO Auditor — AI Search Readiness & Citability Audit

foxlabs/geo-auditor

Audit how ready your site is to be found, read & cited by AI search (ChatGPT, Perplexity, Gemini, Claude). Checks AI-crawler access, structured data, content extractability, speed & trust — scored 0-100 with a prioritized fix list. GEO / AEO technical audit.

Berkan Kaplan

AI Search Readiness Audit (AEO/GEO)

burly_bat/ai-search-readiness-audit

Bulk-audit URLs for AI search readiness (AEO/GEO). Checks 13 AI crawlers against robots.txt with quoted evidence, llms.txt, JSON-LD structured data, no-JS renderability and citation signals. PASS/WARN/FAIL + 0-100 score per URL and a client-ready HTML report. Input: URLs, sitemap or dataset.

Burly Bat

llms.txt Checker: AI Search Readiness Audit

apifmcpfactory/llms-txt-checker

Audits whether a website is readable by AI assistants (llms.txt, robots.txt AI-crawler access, sitemap) and returns a 0-100 score with concrete fixes - use when asked whether a site is visible to ChatGPT/Claude or how to improve that; $0.005 per site audited.