b/cited

ai.bcited/bcited · v0.6.0

AEO tools: scan any URL for AI-citation readiness, read the public leaderboard and citation panel.

MCPremoteno credentialsAI & LLMWeb search & scraping

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 6 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 100/100

What it does: 6 tools · 6 read, 0 write · Web search & scraping, Security, AI & LLM

Test call list_leaderboard_categories: worked (1,181 ms)

How the rating is made

Answers without login: +30
Speed of first answer: +10
Lists tools: +10
Tool descriptions: +15
Parameter descriptions: +10
Read/write annotations: +5
Safe test call: +20
More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL

https://mcp.bcited.ai/public

Tools

6 tools listed at last check

scan_site Run b/cited's Site Readiness scan on one public URL: a rule-based audit (not model-judged) of 30+ observable signals across nine categories — indexing, metadata, social cards, structured data, AEO (llms.txt, ai.txt, AI-crawler stance in robots.txt, FAQPage/HowTo/Author schema), international, mobile
list_leaderboard_categories List the 12 industry categories of b/cited's public AEO readiness leaderboard (slug, name, description). Use a slug with get_leaderboard.
get_leaderboard Return one category of b/cited's public AEO readiness leaderboard: every curated domain ranked by overall readiness score (0–100) with its letter grade and AEO score, as scanned weekly by the same rule-based scanner as scan_site. Unscanned domains sort last with null scores. Use list_leaderboard_cat
get_domain_readiness Look up one domain on b/cited's public AEO readiness leaderboard: its rank, grade, overall and AEO scores in every category it appears in, the AEO-category checks from its most recent weekly scan, and its score history (newest first). Only the 180 curated leaderboard domains are here; for any other
get_prompt_citations For one leaderboard category, which sites OpenAI, Anthropic and Perplexity cited when asked b/cited's fixed set of buyer prompts, for one ISO week (default: the latest recorded). Per prompt and engine: the ordered cited hosts and whether each is on the board; per board domain: cited on N of M prompt
lookup_glossary Define a term the way b/cited's glossary defines it — AEO, citation, brand rank, visibility score, authority score, topical cluster, coverage diff, llms.txt, ai.txt, and 30 more. Matches on term, alias, or slug, and returns the best match plus close alternatives. Call with no term to list every entr

Badge

Markdown for your README

[![Connect-MCP](https://clawy.uk/mcp/badge/ai.bcited/bcited.svg)](https://clawy.uk/mcp/s/ai.bcited/bcited)

Repository · Website