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WebMCP Validator for AI Agent Tools

Try for free

Check whether any public URL is ready for AI agents that speak WebMCP. Open the page, capture registered tools, declarative HTML forms, Cloudflare WebMCP packs, and MCP catalogs, then get a 0–100 readiness score with pass, warn, and fail checks. No login. Export JSON, CSV, or Excel.

Pricing

from $7.48 / 1,000 webmcp validation reports

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Developer

rainminer

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Monthly active users

9 days ago

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Validate WebMCP Agent Tools on Any Website API through CLI

The Apify CLI is the official tool that allows you to use WebMCP Validator for AI Agent Tools 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:

WebMCP Validator for AI Agent Tools API in Python

WebMCP Validator for AI Agent Tools API in JavaScript

WebMCP Validator for AI Agent Tools OpenAPI definition

WebMCP Validator for AI Agent Tools API

Faro WebMCP Check

byfaro/faro-webmcp-check

Checks whether a website supports WebMCP so AI agents can discover and call its in-page tools directly. Returns pass/fail plus what is missing. Built by Faro (byfaro.ai).

By Faro

WebMCP Tools and Resource Catalog Scraper

rainminer/webmcp-scraper

Extract tools, resources, resource templates, and prompts from WebMCP-enabled websites. Each dataset row is one catalog entry with name, description, JSON schema, and source from in-page tools, HTML forms, or MCP HTTP. Does not execute tools. No login. Export JSON, CSV, or Excel.

rainminer

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

Agent Interface Discovery

vincesoft/agent-interface-discovery

Discover domain-owned ARD, A2A, OpenAPI, MCP, WebMCP, x402, and llms.txt evidence without registries, browsers, or guessed action endpoints.

VinceSoft

Score Actors for AI Agents

marcelina-sylwia/actor-scoring-for-ai-agents

Score any Actor on agent-readiness across 17 heuristics. Pass Actor slugs or Store URLs and get a 0–100 score, actionable fixes, a visual HTML report, and an Agent-ready badge returned as dataset items.

Marcela K.

AI Readiness Auditor

rationalistic_counsel/ai-readiness-auditor

Check how AI-ready any website is. Get an AI Readiness Score (0-100) checking llms.txt, robots.txt AI crawler directives, Schema.org structured data, and meta tags. No API key needed.