Engagemii Citation Watch

by engagemii.com · remote · no sign-in to list tools · v1.0.0 · published by com.engagemii

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

Changes · 10

Compare Registry entry

12 tools: 10 change things and 2 only read.

Scanned Oct 21, 2026

Deletes or cancels0Claude Code: deny
Can't be undone0Claude Code: ask
Changes things10Claude Code: ask: see these tools
Only reads2Claude Code: allow: see these tools

1 check matched something in the tool definitions. No finding is not a safety guarantee. How the checks work.

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

Findings

Matches of fixed checks, with the text they matched.

1 warn

Warnaeo_audit
The server marks "aeo_audit" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
Matched text
annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}; The description's first verb is "run": a word for a change.
What this check looks for

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

12 tools

Changes things 10Creates or changes something that can be changed back.Claude Code: ask

aeo_auditRun 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 recommendat…1 finding
Why it is in this group
- The description's first verb is "run": a word for a change.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Findings
- Warn
  The server marks "aeo_audit" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
  Matched text
  annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}; The description's first verb is "run": a word for a change.
  What this check looks for
Description, as the server wrote it
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.
Annotations the server declares
- title: Run a live AI visibility audit
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
ai_readstreamWhich AI engines are reading the business web right now.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
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.
Annotations the server declares
- title: See which AI engines are reading company pages
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
brand_profileFull public profile for a scored company: score breakdown, category, geography, detected platform, social profiles, AI-crawler visit counts.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
Full public profile for a scored company: score breakdown, category, geography, detected platform, social profiles, AI-crawler visit counts. Free, no auth.
Annotations the server declares
- title: Get a company's public profile
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
citation_watchWhat ChatGPT is recommending right now.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
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.
Annotations the server declares
- title: See which brands AI is recommending
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
connect_trackerSet up free Engagemii AI-crawler monitoring for a site, entirely from here.No findings
Why it is in this group
- The description's first verb is "set": a word for a change.
Description, as the server wrote it
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.
Annotations the server declares
- title: Set up AI crawler monitoring
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
data_recordsPull full licensed records from the Engagemii dataset (all columns, fingerprinted, the same shape a purchased file delivers).No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it
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. Requires an Engagemii data API key.
Annotations the server declares
- title: Pull licensed company records
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
data_signupCreate a free Engagemii data account.No findings
Why it is in this group
- The description's first verb is "create": a word for a change.
Description, as the server wrote it
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+ characters), their company name, and the user's acceptance of the data license at https://engagemii.com/aeo/data/license.
Annotations the server declares
- title: Create a data account
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
dataset_sample15 random live rows from the Engagemii dataset in exactly the shape a purchased file delivers (same columns, same cleaning).No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
15 random live rows from the Engagemii dataset in exactly the shape a purchased file delivers (same columns, same cleaning). Free, no auth.
Annotations the server declares
- title: Get a sample of the dataset
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
free_kitRequest the FREE Customized Fix Kit for a domain.No findings
Why it is in this group
- The description's first verb is "request": a word for a change.
Description, as the server wrote it
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.
Annotations the server declares
- title: Request the free fix kit
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
kit_downloadAfter a paid kit_checkout, receive all eight Customized Fix Kit files plus the badge embed as plain text.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it
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.
Annotations the server declares
- title: Download a purchased fix kit
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true

Only reads 2Looks things up and changes nothing.Claude Code: allow

aeo_scoreGet 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.No findings
Why it is in this group
- The description's first verb is "get": a word for reading.
Description, as the server wrote it
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 70 million companies. Free, no auth.
Annotations the server declares
- title: Get a company's AI visibility score
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
search_companiesQuery the scored dataset with filters (industries, states, score range, scope us|all).No findings
Why it is in this group
- The name "search_companies" says "search": a word for reading.
Description, as the server wrote it
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.
Annotations the server declares
- title: Search the company dataset
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

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

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json

{
  "permissions": {
    "allow": [
      "mcp__citation-watch__aeo_score",
      "mcp__citation-watch__search_companies"
    ],
    "ask": [
      "mcp__citation-watch__aeo_audit",
      "mcp__citation-watch__brand_profile",
      "mcp__citation-watch__dataset_sample",
      "mcp__citation-watch__citation_watch",
      "mcp__citation-watch__ai_readstream",
      "mcp__citation-watch__free_kit",
      "mcp__citation-watch__connect_tracker",
      "mcp__citation-watch__data_signup",
      "mcp__citation-watch__data_records",
      "mcp__citation-watch__kit_download"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as citation-watch. Review it before you use it.

Keep track

Get told when this server's tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/com.engagemii/citation-watch/changes.xml

An Atom feed. Works in any feed reader or Slack's RSS app.

Anlyon alternative

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Source: MCP Registry. Synced Oct 21, 2026, 17:54 UTC.

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