Engagemii Citation Watch MCP Server

by engagemii Your server? Claim it

answering

Engagemii Citation Watch is answering right now. Last checked 8 min ago. It exposes 13 tools.

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

Uptime history 41 days of history · worst day 92%

41 days agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

379 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 19

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 28 September 2026. No other catalogue keeps this.

27 Oct a tool description was rewritten data_signup

27 Oct a tool changed the parameters it asks for data_signup

22 Oct 2 tool descriptions were rewritten data_records, kit_download

22 Oct a tool appeared data_orders

21 Oct a tool disappeared kit_checkout

18 Oct a tool description was rewritten aeo_score

28 Sep 9 tool descriptions were rewritten aeo_audit, aeo_score, ai_readstream and 6 more

28 Sep 3 tools changed the parameters they ask for data_records, data_signup, search_companies

Engagemii Citation Watch missed one check this week

Everything else answered, so this is steady rather than shaky. We check every 15 minutes, which is how a one-off gets told apart from the start of a pattern, and how you hear about the next one within the hour instead of from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 8 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add citation-watch --transport http https://api.engagemii.com/api/mcp

Settings → Connectors → Add custom connector, then paste this address

https://api.engagemii.com/api/mcp

~/.codex/config.toml

[mcp_servers.citation-watch]
url = "https://api.engagemii.com/api/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "citation-watch": {
      "url": "https://api.engagemii.com/api/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "citation-watch": {
      "type": "http",
      "url": "https://api.engagemii.com/api/mcp"
    }
  }
}

Available tools 13

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

data

data_orders

List the data orders on the account behind an Engagemii data API key: order number, records, date, status (preparing, ready or pending), the refresh of scores older than 30 days (state, how many rows were stale, how many are rescored so far, when the refreshed file was ready), and a download link for each ready file. The same as GET https://api.engagemii.com/api/v1/data/orders. Requires an Engagemii data API key.

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 the REST API at https://api.engagemii.com/api/v1/data/records with the same key. Any returned record whose score is more than 30 days old is queued for a fresh rescore. Requires an Engagemii data API key.

data_signup

Create a free Engagemii data account, or sign in to an existing one, with just an email address. There is no password: we send a one-click sign-in link (valid 30 days) to the address. When the user clicks it they are signed in and the address is verified, which activates the account's API key (edk_...). The key is then shown at https://engagemii.com/aeo/data/portal/api and unlocks search_companies and data_records. Use the email address the user gives you.

aeo

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 reads the site. Free, no auth, up to 5 live audits per hour.

aeo_score

Get the Engagemii AEO score (0-10) for any company domain, with the six on-page and six off-page signals each rated Weak, Fair, Good or Strong, and the llms.txt audit verdict. Drawn from the Engagemii index of more than 82 million companies. Free, no auth.

brand

brand_profile

Full public profile for a scored company: score breakdown, category, geography, detected platform, social profiles, AI-crawler visit counts. Free, no auth.

citation

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, no auth. Answers questions such as which brands AI recommends in a category, and whether an AI visibility score relates to being recommended.

companies

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.

connect

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-bot visits start reporting, and the owner sees them per bot and per day at the dashboard link. Requires the owner's email. Terms of the free service: Engagemii licenses the AI-crawler activity data the tracker collects, in aggregated form and, unless the owner opts out in portal settings, identified by their domain. The tracker records bot visits only, never human visitors.

dataset

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.

free

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 owner's email; Engagemii emails a verification link; after the owner clicks it the kit is built and the download link is emailed automatically. Kits are queued, so delivery is by email rather than in-chat. One kit per domain; repeat requests resend the stored kit.

kit

kit_download

For a fix kit bought before October 2026 (paid 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.

readstream

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 as which AI crawler is most active, how two engines compare, and whether AI reading is rising.

Tools removed

Tools this server used to expose. Anything built against them stopped working on the day they went.

kit_checkout

removed 21 Oct 2026

Endpoints

URL	Transport	State	Latency	Checked
https://api.engagemii.com/api/mcp	streamable-http	answering	359 ms	8 min ago

Alternatives to Engagemii Citation Watch

same job, measured the same way

Proofsource

by proofsource

AI visibility: which buyer questions name your brand in ChatGPT, Perplexity, Claude, AI Overviews.

15 tools answering

CueScout

by telman03

Check if ChatGPT or Perplexity names a brand for a buying question, and if AI bots can read a site.

14 tools answering

ScopeAI GEO Observation

by scopeai

GEO brand visibility and AI citation evidence. Free capability discovery and request matching.

11 tools answering

Cleotic

by generaldataworks

AI brand visibility, competitor mentions and citation evidence for agents. Cleotic account required.

answering

AI Search Visibility: Brand Mentions in ChatGPT, Perplexity & AI Overviews

by crakseo

AI search visibility MCP: brand mentions in ChatGPT and Perplexity, Google AI Overview citations.

answering

Rempa

by rempa

AI visibility (GEO): how ChatGPT, Gemini and Google AI talk about your brand, with an action plan.

answering

AI Search Brand Visibility (ChatGPT, Gemini, Perplexity)

by nadaho

Is your brand named or your site cited in ChatGPT, Gemini, Perplexity, Google AI Mode answers?

answering

LastSearch

by lastsearch-hq

Evidence-backed web research for AI agents with citations and confidence scores.

378 installs/wk local only

Engagemii Citation Watch — questions

Answers built from our own checks of this server.

What can Engagemii Citation Watch do?

It exposes 13 tools, read directly from the server on our last check. Among them: aeo_audit, aeo_score, ai_readstream, brand_profile, citation_watch, connect_tracker and 7 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

What is Engagemii Citation Watch mostly used for?

Its tools cluster around data and aeo. That is what this server is built to work with — the grouping comes from the actual tool names, not from a category we assigned.

Is Engagemii Citation Watch working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 379 ms. The bar chart above shows every period we have measured.

Did Engagemii Citation Watch ever remove tools?

Yes. kit_checkout is no longer exposed — we recorded the date each one disappeared. A tool vanishing usually means a breaking change for anything that depended on it.

How do I connect Engagemii Citation Watch?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Engagemii Citation Watch need an API key?

No. Engagemii Citation Watch completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 13 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Engagemii Citation Watch?

It answers our handshake in 379 ms on average, which is faster than 35% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.