Agent-Readiness Grade

Agent-Readiness Grade / brofindai.com

B

brofindai.com

10/12 · 83% (scaled from 5 measurable areas)

Graded 2026-10-04 19:26 UTC in 0.4s · JSON · re-grade now

Top fixes

  1. MCP census entry (+2 points): Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you. How to fix

Ordered by points recoverable. Each area: 2/2 pass, 1/2 warn, 0/2 fail.

Crawler access (robots.txt)

2/2 · pass

8 of 8 AI crawlers may read the site, 0 disallowed

  • GET /robots.txt -> HTTP 200, 2.5 KB, 5 user-agent groups
  • Allowed: GPTBot (5 path rules), ClaudeBot (5 path rules), OAI-SearchBot (5 path rules), PerplexityBot (5 path rules), Google-Extended (5 path rules), Amazonbot (via *) (5 path rules), CCBot (5 path rules), Bytespider (via *) (5 path rules)
  • Content-Signal: ai-train=no, search=yes, ai-input=yes
  • Sitemap declared: https://brofindai.com/sitemap.xml

Fix: Nothing to fix here.

Machine-readable surfaces

2/2 · pass

3 of 7 surfaces present (/llms.txt, /sitemap.xml, /openapi.json)

  • /llms.txt: HTTP 200, 21 KB of text
  • /sitemap.xml: HTTP 200, XML sitemap (>64 KB)
  • /.well-known/x402: HTTP 404
  • /.well-known/agent-card.json: HTTP 404
  • /.well-known/mcp-registry-auth: HTTP 200 but binary content (application/octet-stream)
  • /openapi.json: HTTP 200, valid JSON (OpenAPI 3.1.0)
  • /ai.txt: HTTP 404

Fix: Nothing to fix here.

Readable without JavaScript

2/2 · pass

Home page is readable

  • GET https://brofindai.com/ -> HTTP 200, text/html, 422 KB
  • 24,522 characters of visible text with scripts, styles and tags removed; <title>: "AI Tools: Find the Best AI Tools in 2026 | Bro Find AI"
  • 21 external scripts, 5 inline; <noscript> absent
  • first words: "Bro Find AI Discover Build Community Featured Analytics Pro 0 0 Streak How it works Start a streak A comment or 3 upvotes a day 50% off Anal..."

Fix: Nothing to fix here.

Structured data

2/2 · pass

2 JSON-LD blocks, Open Graph complete

  • 2 JSON-LD blocks: @type WebSite, Organization, FAQPage, Question
  • Open Graph: og:title "AI Tools: Find the Best AI Tools in 2026 | Bro Find AI"; og:description present
  • meta description: present

Fix: Nothing to fix here.

MCP census entry (index.agentexchange.work)

0/2 · fail

Not selling to agents: no census entry, no /mcp endpoint

  • census unavailable (refused index.agentexchange.work: hosts on agentexchange.work cannot be graded from inside the same Cloudflare zone; every check would time )
  • GET /mcp -> HTTP 404: no MCP endpoint at the root

Fix: Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you.

Share this result

Permanent link; it re-grades the site live when opened:

https://grade.agentexchange.work/grade?url=brofindai.com

Public profile with grade history and an embeddable badge: https://grade.agentexchange.work/site/brofindai.com (badge: https://grade.agentexchange.work/badge/brofindai.com.svg).

$49 AI Visibility Full Report

This grade is free and automated. The paid next step is the $49 AI Visibility Full Report (which brands a representative AI model, standing in for ChatGPT-class assistants, names when buyers ask about your category, with a prioritized fix list) from aivisibility.agentexchange.work, run for brofindai.com. It includes:

Get the Full Report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).

Grade another site