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Citead GEO Score

REMOTE · MCP.CITEAD.COM · SCANNED OCT 10

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

Available components

+4 this week 75 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security77
Transport & Reachability100
Schema Quality & AI Usability65
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 661 tokens (~330/item across 2 items; 2 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management30
  • Stability observed for 9 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 2 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the Citead GEO Score MCP server?

Citead GEO Score is a hosted endpoint at https://mcp.citead.com/public/mcp/, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · mcp.citead.com

# add to Claude Code
claude mcp add --transport http com-citead-score 'https://mcp.citead.com/public/mcp/'
// .cursor/mcp.json
{
  "mcpServers": {
    "com-citead-score": {
      "url": "https://mcp.citead.com/public/mcp/"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "com-citead-score": {
      "type": "http",
      "url": "https://mcp.citead.com/public/mcp/"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.com-citead-score]
url = "https://mcp.citead.com/public/mcp/"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-citead-score": {
      "type": "remote",
      "url": "https://mcp.citead.com/public/mcp/",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add com-citead-score --url 'https://mcp.citead.com/public/mcp/' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  com-citead-score:
    url: "https://mcp.citead.com/public/mcp/"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "com-citead-score": {
      "Transport": "http",
      "Url": "https://mcp.citead.com/public/mcp/"
    }
  }
}
# add to Vellum
assistant mcp add com-citead-score -t streamable-http -u 'https://mcp.citead.com/public/mcp/'
// mcp.json
{
  "mcpServers": {
    "com-citead-score": {
      "type": "http",
      "url": "https://mcp.citead.com/public/mcp/"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 10 Oct 26 +2

    No change was recorded against any check on this day. Stability & Change Management went from 20 to 30. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

  • 7 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 13 to 20. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

  • 4 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 2 Oct 26 0
    • Stability: unverified → 0.03 ▲ functional
  • 1 Oct 26 71

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 10 Oct 2026 · Probed https://mcp.citead.com/public/mcp/

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=mcp.citead.com CN=YR1,O=Let's Encrypt,C=US 7 Sept 2026 6 Dec 2026 RSA 4096 SHA256-RSA 609c3b6323db54fb210f484665a53971a2c
SANs: mcp.citead.com
CN=YR1,O=Let's Encrypt,C=US (CA) CN=Root YR,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 RSA 2048 SHA256-RSA a20253f15f2691c05dc1ce13b9bcca4e
CN=Root YR,O=ISRG,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 RSA 4096 SHA256-RSA f24b6d17f9d9ad7cb1c9fea78782699f

Background: What to check on a remote MCP endpoint →

DNSSEC secure

Validation of mcp.citead.com. — Secure

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
citead.com. present 61687 8 Verified
mcp.citead.com. Verified address RRset verified with the apex keys
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://mcp.citead.com/public/mcp/ Verified 200
http (plaintext) http://mcp.citead.com/public/mcp/ HTTPS enforced 302 https://mcp.citead.com/public/mcp/
MCP tools · 2 exposed · ~489 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
score_text ~269

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 five criteria (AI citability, naturalness, authority and citations, semantic richness, content organization), 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).

NameTypeReqDescription
contentstringyesThe text to score: markdown, plain text or HTML.
language––Language of the text. Omit to detect it. Only English and French have dedicated rules; other languages use the English ones.
title––Page title. Defaults to the first heading.
NameTypeReqDescription
criteriaarrayyesScore of each of the five criteria, 0 to 100. The overall score is computed from sub-signals of four of these criteria plus freshness, with caps for very short content, so it is not their plain avera…
details_urlstringyesCitead page with the full breakdown. Give it to the user.
geo_scorenumberyesOverall GEO score, 0 to 100.
remaining_quota–yesFree scores left for this IP address in the current windows.
score_meaningstringyes–
title–––
top_fixesarrayyesMain corrections, most important first.
url–––
word_countintegeryes–

No examples provided.

score_url ~220

Fetch a public web page and compute its GEO score with Citead. Returns the overall score (0 to 100), the score of five criteria (AI citability, naturalness, authority and citations, semantic richness, content organization), the main fixes to apply, and a citead.com link with the full breakdown. 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, nothing is stored. Pages behind a login or rendered only by JavaScript may not be fetchable: use score_text with the page text instead.

NameTypeReqDescription
urlstringyesPublic http(s) URL of the page to score.
NameTypeReqDescription
criteriaarrayyesScore of each of the five criteria, 0 to 100. The overall score is computed from sub-signals of four of these criteria plus freshness, with caps for very short content, so it is not their plain avera…
details_urlstringyesCitead page with the full breakdown. Give it to the user.
geo_scorenumberyesOverall GEO score, 0 to 100.
remaining_quota–yesFree scores left for this IP address in the current windows.
score_meaningstringyes–
title–––
top_fixesarrayyesMain corrections, most important first.
url–––
word_countintegeryes–

No examples provided.

Common questions

What is the Citead GEO Score MCP server?

Citead GEO Score is an MCP server listed in the public MCP registry as com.citead/score. Free GEO score of a web page or text: how easily AI assistants can quote it, with fixes. No key. This page covers its hosted endpoint (https://mcp.citead.com/public/mcp/).

Is the Citead GEO Score MCP server safe to use?

Citead GEO Score scores 75 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Citead GEO Score MCP server expose?

Citead GEO Score exposes 2 tools: score_url, score_text. Their descriptions and schemas cost roughly 489 tokens of context every time the server is loaded.

Does the Citead GEO Score MCP server require authentication?

No. We connected to Citead GEO Score without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Citead GEO Score MCP server still maintained?

Citead GEO Score is still listed as active in the MCP registry. We last reached this channel on 10 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.