mcpbeat Sign in

INITE Visibility MCP Server

answering

INITE Visibility is answering right now. Last checked 1 min ago. 160 installs a week from npm. It exposes 7 tools. Last commit 20 Oct 2026.

How ChatGPT, Claude, Gemini and Perplexity read a site: free check, fix plan, compare, history.

Installs per day peak 36 · avg 9 · +433% w/w
a month agotoday
Uptime history 57 days of history · worst day 72%
57 days agonow
100.0%
Uptime 24h
184 of 184 checks
7
Tools
read from the server
383 ms
Response time
average over 24h
160
Installs / week
npm and PyPI

What changed 171

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 8 October 2026. No other catalogue keeps this.

25 Oct 38 tools appeared atlas_changes, atlas_compare, atlas_coupons and 35 more
25 Oct 38 tools disappeared atlas_changes, atlas_compare, atlas_coupons and 35 more
25 Oct a tool description was rewritten inite_connect
25 Oct a tool changed the parameters it asks for inite_connect
21 Oct 36 tools disappeared atlas_changes, atlas_compare, atlas_coupons and 33 more
21 Oct a tool appeared inite_connect
21 Oct a tool changed the parameters it asks for inite_connect
21 Oct a tool description was rewritten inite_connect
20 Oct 18 tools changed the parameters they ask for atlas_compare, atlas_dataset_archive, atlas_dataset_changes and 15 more
20 Oct 5 tools appeared compare_sites, match_mcp, visibility_fixes and 2 more
and 31 more, back to 8 October 2026

What the code does

We read the source, 5 d ago · tools taken from the live server · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Runs an external command src/auth.ts:121
    spawn(cmd, [url], { stdio: "ignore", detached: true, shell: platform() === "win32" }).unref();

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 1 min ago.

run in your terminal
claude mcp add inite-visibility --transport http https://inite.ai/api/mcp
Settings → Connectors → Add custom connector, then paste this address
https://inite.ai/api/mcp
~/.codex/config.toml
[mcp_servers.inite-visibility]
url = "https://inite.ai/api/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "inite-visibility": {
      "url": "https://inite.ai/api/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "inite-visibility": {
      "type": "http",
      "url": "https://inite.ai/api/mcp"
    }
  }
}

This server publishes 1 more address. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.

Available tools 7

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

visibility
visibility_fixes
The fix plan for a site's AI visibility, most important first: what to change, why it matters for being named in AI answers, how many points of the score it should recover, the pages it applies to, and a paste-ready file or snippet when there is one (llms.txt, robots.txt rules, Organization schema). Free from the identity reading, no account; signed in, it is built from your latest finished audit of that site, which covers the answer engines too.
visibility_history
How a site's AI visibility reading has moved over time: for a site in the INITE Atlas, its weekly readings (identity score, answer-engine crawlers let in, llms.txt, Organization schema, the top fix each week); signed in, your own audits of it too, with their scores. Free, no model, and no check is spent: it reads what was already measured.
analysis
get_analysis
Read an audit started by analyze_site: progress while it runs, then the score out of 100 and what to fix first. Only the caller who started the run can read it - the account, or for a guest the same address.
analyze
analyze_site
The AI visibility audit: the identity files, crawler policy, schema graph and page health, then the answer engines asked whether they name the site, scored out of 100. Starts a run and returns its run_id; it takes about a minute, so call get_analysis with that id. Without an account it runs the survey (the audit without its two paid steps), two a day per address; a free account gets the teaser, a paid plan the whole audit, on the account's own allowance.
compare
compare_sites
Your site against a competitor's, read the way an AI engine reads them before it answers: identity score out of 100, which answer-engine crawlers each lets in, the identity files each has (llms.txt, ai.json and the rest), Organization schema, and where each one is ahead. Free and instant, no model asked; counts two identity checks.
identity
check_identity
Free and instant, no account: read a website the way an AI engine does before it ever answers about it. Returns which answer-engine crawlers robots.txt lets in (retrieval, which decides whether the site can be cited) and which training crawlers it blocks (which costs nothing), the identity files present (llms.txt, ai.json and the rest), whether the homepage carries Organization schema, an identity score out of 100, and the fixes that reading names. No model is asked; for whether the engines actually name the site, run analyze_site.
inite
inite_connect
INITE's MCP servers and how to add each to this client: INITE Atlas and INITE Atlas Owners (signed in: add a tool, its card, premium), INITE Visibility and its signed-in door (your audits, a licence), INITE and its signed-in door (your account, Local Start), INITE Directory (businesses that confirmed their own facts). Call it when the person wants something this server does not do; give `for` to get the one server that does it. Returns the URL, the Claude Code command, Cursor and VS Code install links, and the custom-connector step for claude.ai and ChatGPT.

Tools removed

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

atlas_changes
removed 25 Oct 2026
atlas_compare
removed 25 Oct 2026
atlas_coupons
removed 25 Oct 2026
atlas_dataset_archive
removed 25 Oct 2026
atlas_dataset_changes
removed 25 Oct 2026
atlas_dataset_create
removed 25 Oct 2026
atlas_dataset_get
removed 25 Oct 2026
atlas_dataset_placement
removed 25 Oct 2026
atlas_dataset_publish
removed 25 Oct 2026
atlas_dataset_update
removed 25 Oct 2026
atlas_lookup
removed 25 Oct 2026
atlas_my_listings
removed 25 Oct 2026
atlas_owner_card
removed 25 Oct 2026
atlas_owner_claim
removed 25 Oct 2026
atlas_owner_coupon_add
removed 25 Oct 2026
atlas_owner_coupons
removed 25 Oct 2026
atlas_owner_coupon_set
removed 25 Oct 2026
atlas_owner_premium
removed 25 Oct 2026
atlas_owner_propose_edit
removed 25 Oct 2026
atlas_owner_release
removed 25 Oct 2026
atlas_owner_remeasure
removed 25 Oct 2026
atlas_owner_set_read_pages
removed 25 Oct 2026
atlas_owner_stats
removed 25 Oct 2026
atlas_owner_verify
removed 25 Oct 2026
atlas_search
removed 25 Oct 2026
atlas_submit
removed 25 Oct 2026
inite_book_call
removed 25 Oct 2026
inite_buy
removed 25 Oct 2026
inite_contact
removed 25 Oct 2026
inite_guides
removed 25 Oct 2026
inite_services
removed 25 Oct 2026
inite_slots
removed 25 Oct 2026
match_mcp
removed 25 Oct 2026
match_tools
removed 25 Oct 2026
my_account
removed 25 Oct 2026
my_reports
removed 25 Oct 2026
visibility_buy_licence
removed 25 Oct 2026
watch_site
removed 25 Oct 2026

Endpoints

URLTransportStateLatencyChecked
https://inite.ai/api/mcp streamable-http answering 256 ms 1 min ago
https://inite.ai/api/mcp/analyzer streamable-http answering 622 ms 1 min ago

Alternatives to INITE Visibility

same job, measured the same way
QQQ AI Visibility Checker
by qqq

Free AI visibility check: can AI crawlers read a site, and do ChatGPT, Gemini, Perplexity cite it?

3 tools answering
Website Auditor
by spikeycoder

AI visibility + site audits: see if ChatGPT, Perplexity, Claude & Gemini recommend a website.

244 installs/wk local only
AIsa AI Visibility
by aisa

How a brand shows up in ChatGPT, Claude, Gemini and Perplexity answers.

answering
AI Visibility
by sharozdawa

Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.

48 installs/wk local only
AskAiRank
by askairank

How ChatGPT, Claude, Perplexity and Gemini mention your brand: visibility, mentions, competitors.

answering
Rankwise
by tryrankwise

AI search visibility: see if ChatGPT, Perplexity, Claude and Gemini cite a brand, then win it back.

50 tools answering
AI Readiness
by epistemedeus

Check if a website is visible to AI search (ChatGPT, Perplexity, Claude) and get per-gap fixes.

local only
Nodpick AI readiness
by nodpick

Free AI-readiness audit: can ChatGPT, Claude and Perplexity read and cite a site? Fix snippets.

5 tools answering

INITE Visibility — questions

Answers built from our own checks of this server.

What can INITE Visibility do?
It exposes 7 tools, read directly from the server on our last check. Among them: analyze_site, check_identity, compare_sites, get_analysis, inite_connect, visibility_fixes and 1 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 →
Is INITE Visibility working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 184 of 184 checks got a reply (100.0%), average response time 383 ms. The bar chart above shows every period we have measured.
Did INITE Visibility ever remove tools?
Yes. atlas_changes, atlas_compare, atlas_coupons, atlas_dataset_archive and 34 more are 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 INITE Visibility?
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 INITE Visibility need an API key?
No. INITE Visibility completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 7 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is INITE Visibility?
It answers our handshake in 383 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.
How many people use INITE Visibility?
The npm package @inite/visibility was installed 160 times in the last week. Week over week that is +433%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is INITE Visibility open source?
The code is open source: it is published under the MIT licence, written in TypeScript, 0 stars on GitHub and 1 open issue. The licence covers the code in the repository, not the hosted service at inite.ai, which runs on its operator's own terms.