Connect-MCP

Engagemii Citation Watch

com.engagemii/citation-watch · v1.0.0

Brands ChatGPT names for real buyer questions, updated every 30 minutes, with AI visibility scores.

MCPremoteno credentialsWeb search & scrapingFiles & storageScience & open data

Reported outcomes

No reports yet.

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

Last check

Reachable, 13 tools, protocol 2025-03-26 · checked 2026-10-17

Test & rating

A 96/100

What it does: 13 tools · 9 read, 4 write · Web search & scraping, Files & storage, Email

Test call dataset_sample: worked (1,815 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +6
  • 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://api.engagemii.com/api/mcp

Tools

13 tools listed at last check
  • aeo_score Get the Engagemii AEO score (0-10) for any company domain, with the six on-page sub-scores, seven off-page authority signals, and the llms.txt audit verdict. Drawn from the Engagemii index of more than 70 million companies. Free, no auth.
  • aeo_audit Run a LIVE AEO audit of a site right now: fresh fetch of the homepage, robots.txt, sitemap, llms.txt, and about page, scored on the six on-page categories with concrete recommendations. Differs from aeo_score, which returns the stored score from the index; that score updates when Engagemii next read
  • brand_profile Full public profile for a scored company: score breakdown, category, geography, detected platform, social profiles, AI-crawler visit counts. Free, no auth.
  • dataset_sample 15 random live rows from the Engagemii dataset in exactly the shape a purchased file delivers (same columns, same cleaning). Free, no auth.
  • citation_watch What ChatGPT is recommending right now. Every 30 minutes Engagemii puts a real, non-branded buyer question to ChatGPT with live web search and records which brands it names, alongside each brand's standing AI visibility score (computed before the question was asked). Returns the last 48 hours. Free,
  • ai_readstream Which AI engines are reading the business web right now. Server-side, IP-verified crawler logs across one of the largest networks of business pages online. Returns per-engine reads over the last ten minutes, the last 24 hours and all time, plus a daily series. Free, no auth. Answers questions such a
  • free_kit Request the FREE Customized Fix Kit for a domain. There is one kit and it is free: eight fix files written from the site's ACTUAL content (Organization and FAQ JSON-LD, meta description, llms.txt, robots patch, Wikidata guide, Google Business checklist, README) plus a full PDF audit. Flow: pass the
  • connect_tracker Set up free Engagemii AI-crawler monitoring for a site, entirely from here. It provisions the owner's free account and tracker key and returns a small install snippet (Node/Express, Next.js, PHP, or Cloudflare Worker) with the key already in it. Once the snippet for the site's stack is installed, AI
  • search_companies Query the scored dataset with filters (industries, states, score range, scope us|all). Returns up to 100 light rows. Requires an Engagemii data API key.
  • data_signup Create a free Engagemii data account. We email a verification link to the address; the account's API key (edk_...) stays inactive until the user clicks it, then the key appears in the portal and unlocks search_companies and data_records. Requires the user's email, a password of their choosing (8+ ch
  • data_records Pull full licensed records from the Engagemii dataset (all columns, fingerprinted, the same shape a purchased file delivers). Metered: every record returned uses one unit of the account's purchased API quota. Returns 25 records by default and at most 100 per call. Larger pulls are available through
  • kit_checkout Retired. The Customized Fix Kit is now free and is requested through free_kit, so this tool no longer starts a checkout. It returns a short notice saying so.
  • kit_download After a paid kit_checkout, receive all eight Customized Fix Kit files plus the badge embed as plain text. Requires the Stripe session id (cs_...) from the checkout success URL.

Badge

Connect-MCP badge for com.engagemii/citation-watch

Markdown for your README
[![Connect-MCP](https://clawy.uk/mcp/badge/com.engagemii/citation-watch.svg)](https://clawy.uk/mcp/s/com.engagemii/citation-watch)

Website