Faro WebMCP Check

WebMCP Validator for AI Agent Tools

rainminer/webmcp-validator

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.

Faro AI Agent Readiness Scan

byfaro/faro-agent-readiness-scan

Scores any website's AI-agent readiness: 47 checks across 7 categories (agent permissions, discoverability, structured data, infrastructure, operability, pricing transparency, trust). Returns a 0-100 score, grade, and per-check fixes. Built by Faro (byfaro.ai).

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.

Ai Tools Harvester

radiating_nucleus/ai-tools-harvester

Discover and compare AI tools, so your team can find the right fit, faster!

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

Website AI Readiness Audit: Visitor Experience + AI Search

askmywebsiteai/website-ai-readiness-audit

Scored AI-readiness report per website, in plain English. Checks whether visitors can get answers (chat/FAQ), find contact and pricing, plus speed, SEO, and AI search visibility (GPTBot/ClaudeBot access, llms.txt, Schema.org). For agencies and site owners.

For each keyword: full organic results, whether Google showed an AI Overview, and whether YOUR domain is cited in it. Track rankings and AI-answer visibility in one normalized call. Bring your own DataForSEO key — you pay wholesale, zero scraping fragility.

AI Visibility Checker — ChatGPT Web Search Mentions

khadinakbar/ai-visibility-checker

Check whether a brand is mentioned or its domain is cited in web-grounded AI answers. Uses the OpenAI Responses API with web search and returns one evidence record per prompt with citations, context, and timestamp. API-based sample for repeatable visibility checks.

Google AI Overview Tracker 🔍 (is your brand cited?)

tagadanar/google-ai-overview-tracker

Check a list of keywords against Google and get, per keyword, whether an AI Overview appeared, its full text, every page it cited, and a flag saying whether your brand or domain is in it. Keywords Google did not answer come back marked, never as a silent no. No API key.

Track brand visibility inside Google AI Overviews for up to 100 buyer queries. Each query reports whether an AI Overview appeared, whether your brand is named in the answer, whether your domain is cited, which competitor domains were cited instead, and what changed.