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Health: Not checked yetWe have not completed a health check for this listing yet.Last checked 8/11/2026, 12:05:22 AM

Mcp

Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View RepositoryVisit Website

AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

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Manual Client & Custom JSON ConfigExpand JSON β–Ύ

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claude_desktop_config.json
{
  "mcpServers": {
    "mcp-198": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-198"
      ]
    }
  }
}

πŸ’‘ Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

Install Directory Badge Claim listing AlternativesπŸ”’ More in Security

Documentation Overview

Never Ranked

NeverRanked is a research engagement that measures what AI answer engines cite for a category. The output is a forensic memo plus a prepped punch list for the customer's team to execute against.

This repository holds the marketing site, the dashboard worker source (under dashboard/), and the historical artifacts from the company's prior product.


What this company was, and what it is now

Until May 2026, NeverRanked sold a JavaScript snippet that was claimed to drive AI citations. We ran a pre-registered kill test against our own domain. The result was zero citations. The LLM crawlers do not execute JavaScript, so the snippet was structurally invisible to them.

We stopped selling that product, retracted the public content that promoted it, and rebuilt the company around the measurement layer that does work.

This repository contains both states: the current honest surfaces (homepage, About, ASB pitch, terms, privacy, llms.txt) and the historical artifacts (retired blog posts, retired case studies, retired audits, retired explainers). Anything that contradicts the retraction is either replaced with an honest holder or marked as retired in place.

For the current state of every code path, see ~/.claude/projects/-Users-lanceroylo-Desktop-neverranked/memory/code_rewrite_status_2026-05-21.md in Lance's local Claude memory.


What we measure now

Seven AI surfaces, every day.

  • Five citation-grade engines that search the live web and cite their sources: Perplexity, ChatGPT search, Gemini grounded, Microsoft Copilot via Bing, Google AI Overviews.
  • Two model-knowledge engines that answer purely from training data: Claude, Gemma.

Both layers measure different failure modes. A brand invisible in citation is invisible when AI fact-checks itself. A brand invisible in model knowledge is invisible at the baseline, before any search happens.


What we deliver

A forensic memo plus a prepped punch list. Per query, per engine, per competitor, per source type. Daily measurement. Monthly delta memo on ongoing engagements.

We do not execute. No content writing, no website edits, no schema deploys, no profile updates. The labor stays with the customer's team or their agency. That separation is structural.


Pricing

  • $4,500 kickoff per category. One time.
  • $1,500 per month per category, ongoing.
  • Per category, not per client.

This is a research engagement, not a SaaS subscription. There is no self-serve dashboard.


Repository layout (current)

Code
neverranked/
β”œβ”€β”€ index.html              honest homepage holder
β”œβ”€β”€ about/, terms/,         current honest pages
β”‚   privacy/, thanks/
β”œβ”€β”€ pitch/asb-hawaii/       current direct-buyer pitch shape
β”œβ”€β”€ pitch/*/                retired pitch pages (holder)
β”œβ”€β”€ blog/, case-studies/,   retired catalogs (holders + noindex)
β”‚   profile/, state-of-aeo/
β”œβ”€β”€ standards/, schemas/,   retired surfaces (holders)
β”‚   agencies/, security/,
β”‚   for-agencies/,
β”‚   principles/, kit/
β”œβ”€β”€ meetings/kits/          current meeting prep, demo bundle
β”œβ”€β”€ dashboard/              app.neverranked.com Worker source
β”œβ”€β”€ llms.txt                rewritten for current state
└── sitemap.xml             homepage only

The historical artifacts (retired pages, audit documents under /audits/, prior explainers like EXPLAINER.md and AGENCY-EXPLAINER.md, the original audit template under /audit-template/) reflect the prior product premise and are preserved for diff context but should not be acted on as current guidance.


Contact

Lance@hi.neverranked.com

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Frequently Asked Questions about Mcp

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "mcp": { "command": "npx", "args": ["-y", "mcp"] } }

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Technical Specs & Signals

CategoryπŸ”’Security
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TransportSTDIO
RuntimeNode.js
Views0
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
npm downloads9,111/mo
Monthly npm DownloadsAverage monthly package installs recorded from npm registry statistics.
32Quality signal: Emerging Β· 32/100How this signal is calculated β–Ύ
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Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20
Documentation & tools11/30
Adoption & activity5/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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The official MCP server for AllMCPs.com - submit and manage tools directly from your AI. The open directory for MCP servers. Connect Claude, Cursor, Windsurf, and AI agents to databases, tools, files, and APIs. Explore 3,181+ servers. AllMCPs is the premier, open directory for discovering, evaluating, and installing Model Context Protocol (MCP) servers to equip AI agents and LLMs with real-world superpowers.

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