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INITE Visibility

by inite.ai · remote · local (npm) · no sign-in to list tools · v2.1.0 · published by ai.inite

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

Changes · 5

7 tools: 5 change things and 2 only read.

Scanned Oct 21, 2026

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

claude mcp add --transport http inite-visibility https://inite.ai/api/mcp/analyzer

Findings

Matches of fixed checks, with the text they matched.

1 warn
  • The server marks "analyze_site" as not read-only (readOnlyHint: false), and its words say it reads.

    Matched text

    annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}; The name "analyze_site" says "analyze": a word for reading.

    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.

7 tools

Changes things 5Claude Code: ask
  • analyze_siteThe 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 100.1 finding

    Why it is in this group

    • The name "analyze_site" says "analyze": a word for reading.
    • The server marks it as not read-only (readOnlyHint: false).

    Findings

    • Warn

      The server marks "analyze_site" as not read-only (readOnlyHint: false), and its words say it reads.

      Matched text

      annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}; The name "analyze_site" says "analyze": a word for reading.

      What this check looks for
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Audit a site for AI visibility
    • readOnlyHint: false
    • destructiveHint: false
    • idempotentHint: false
    • openWorldHint: true
  • check_identityFree and instant, no account: read a website the way an AI engine does before it ever answers about it.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
    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.

    Annotations the server declares

    • title: Check how machines read a site
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • inite_connectINITE'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…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
    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). 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.

    Annotations the server declares

    • title: Connect another INITE server
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • visibility_fixesThe 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 pag…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
    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.

    Annotations the server declares

    • title: What to fix, in order
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • visibility_historyHow 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 sc…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
    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.

    Annotations the server declares

    • title: How a site's reading moved
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
Only reads 2Claude Code: allow
  • compare_sitesYour 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 e…No findings

    Why it is in this group

    • The name "compare_sites" says "compare": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Two sites, read the same way
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • get_analysisRead an audit started by analyze_site: progress while it runs, then the score out of 100 and what to fix first.No findings

    Why it is in this group

    • The name "get_analysis" says "get": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • title: Read an audit
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false

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 2.1.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http inite-visibility https://inite.ai/api/mcp/analyzer

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__inite-visibility__get_analysis",
      "mcp__inite-visibility__compare_sites"
    ],
    "ask": [
      "mcp__inite-visibility__check_identity",
      "mcp__inite-visibility__analyze_site",
      "mcp__inite-visibility__visibility_fixes",
      "mcp__inite-visibility__visibility_history",
      "mcp__inite-visibility__inite_connect"
    ],
    "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 inite-visibility. Review it before you use it.