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Citead GEO Score

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

Free GEO score of a web page or text: how easily AI assistants can quote it, with fixes. No key.

Changes · 1
CompareRegistry entry

2 tools: 1 change things and 1 only read.

Scanned Oct 21, 2026

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

claude mcp add --transport http score https://mcp.citead.com/public/mcp/

Tools

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

2 tools

Changes things 1Claude Code: ask
  • score_textCompute the GEO score of a text with Citead: an article draft, a page copy, markdown, plain text or HTML.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
    Compute the GEO score of a text with Citead: an article draft, a page copy, markdown, plain text or HTML. Returns the overall score (0 to 100), the score of each criterion (semantic richness, AI citability, freshness, content organization, authority and citations, and naturalness, which does not count in the score), the main fixes to apply, and a link to Citead's free live editor. The GEO score (0 to 100) measures how easy the content is for a language model to understand, reuse and cite: information density, quotable sentences, self-contained paragraphs, sourced and dated facts, clear structure, freshness. Naturalness is returned as a criterion but does not count in the score. It is computed by deterministic rules, without a language model: the same content always gets the same score. It does not guarantee that an AI assistant will cite the page. Free, no API key, the text is not stored. Texts under 300 words get a capped score (at most 65).

    Annotations the server declares

    • title: GEO score of a text
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
Only reads 1Claude Code: allow
  • score_urlFetch a public web page and compute its GEO score with Citead.No findings

    Why it is in this group

    • The description's first verb is "fetch": a word for reading.
    Description, as the server wrote it
    Fetch a public web page and compute its GEO score with Citead. Returns the overall score (0 to 100), the score of each criterion (semantic richness, AI citability, freshness, content organization, authority and citations, and naturalness, which does not count in the score), the main fixes to apply, and a citead.com link that shows the analysis again. The GEO score (0 to 100) measures how easy the content is for a language model to understand, reuse and cite: information density, quotable sentences, self-contained paragraphs, sourced and dated facts, clear structure, freshness. Naturalness is returned as a criterion but does not count in the score. It is computed by deterministic rules, without a language model: the same content always gets the same score. It does not guarantee that an AI assistant will cite the page. Free, no API key. Citead does not store the page content or its score; it keeps only daily counts of outcomes, the domain name of sites that block its fetcher (45 days) and per-IP rate-limit counters. The details_url page does not publish the result to the public leaderboard. Pages behind a login or rendered only by JavaScript may not be fetchable: use score_text with the page text instead.

    Annotations the server declares

    • title: GEO score of a web page
    • 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 score https://mcp.citead.com/public/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__score__score_url"
    ],
    "ask": [
      "mcp__score__score_text"
    ],
    "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 score. Review it before you use it.