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Engagemii MCP server

Which MCP servers are Engagemii's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-31

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Whose server it is
  • Registry namecom.engagemii/citation-watchverified in the MCP registry

The registry name sits under engagemii.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-31
  • Stateanswerschecked 2026-10-31
  • Tools13
  • Server calls itselfengagemii
  • Server version1.0.0
  • Protocol version2025-03-26

On 2026-10-31 the server answered initialize and tools/list without a sign-in. First answer in 214 ms.

Should an agent connect itNot proven either way yet
  • Its tools do every use case we checked: see which brands AI engines recommend in a market; check your brand's AI visibility score for free.
  • Checked on 3 of the 7 days it takes to judge reliability.

Once connected

  • For "see which brands AI engines recommend in a market", the likely first call is citation_watch.
  • For "check your brand's AI visibility score for free", the likely first call is aeo_score.
  • Parameters are untyped or undescribed in 4 of 13 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 3, the first on 2026-10-31
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 3 so far
  • What an agent can do with it2 of 2 use cases
  • Answeredmeasuring3 of the 7 daily checks it takes to print a share
  • Median first answer216 ms
  • Space in an agent's context≈ 2,164 tokensthe definitions of all its tools (13), which an agent carries on every turn
  • Tool definitionsA · 95 of 100
  • Typed results0 of 13 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 4 of 13

What an agent can do with it

  • not sure · find companies AI engines cannot see yet
  • can do · see which brands AI engines recommend in a market
  • can do · check your brand's AI visibility score for free

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers13 tools · read 2026-10-31
  • 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…

  • 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…

  • 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…

  • 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…

  • 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…

  • 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…

  • 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, 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…

  • 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…

  • 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…

  • 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.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

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

Add it

Claude Code, in a terminal

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

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://api.engagemii.com/api/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.