ai.llmse/mcp

up checked 2026-11-11T03:38:55.233Z

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Publisher-provided description

Public MCP server for the LLM Search Engine

Summary by lookupd

Analyzes website URLs for SEO, accessibility, readability, E-E-A-T, brand safety, and AI answer engine optimization, plus classification…

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http mcp https://llmse.ai/mcp

Codex, remote (streamable-http)

codex mcp add mcp --url https://llmse.ai/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "mcp": {
      "url": "https://llmse.ai/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (10 tools)

Publisher-provided text

• classify_url Classify a website URL into category, subcategory, language, and sentiment. Fetches the URL content and uses AI for classification. Results are cached
• select_advertiser Select the best advertisers based on website demographics. Matches advertisers to website content based on classification demographics. Provide either
• analyze_seo Analyze a website URL for SEO optimizations. Fetches the URL content and analyzes HTML for possible SEO improvements. Results are cached for fast subse
• analyze_eeat Analyze a website URL for E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness). Evaluates content quality signals based on Google's Search Q
• analyze_aeo Analyze how well content is optimized for AI answer engines. Evaluates content for AI answer engines (ChatGPT, Perplexity, Gemini, Claude). Combines Q&
• analyze_wcag Analyze a website URL for WCAG 2.1 Level A accessibility issues. Automated static HTML analysis covering approximately 30-40% of WCAG 2.1 Level A crite
• analyze_garm Compute GARM brand safety score for a website or category. Based on the GARM (Global Alliance for Responsible Media) Brand Suitability Framework. Maps
• analyze_readability Analyze a website URL for content readability using Flesch Reading Ease. Extracts plain text from HTML and computes readability metrics including Flesc
• audit Perform comprehensive audit of a website URL. Fetches the URL content ONCE and provides a combined report with: - Classification: category, subcategory
• find_similar_sites Find similar or competitor websites based on classification. Takes a URL, classifies it (or uses cached classification), and returns other websites fro

Details

• Version: 1.3.12
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 584 ms
• First indexed: 2026-11-01T08:50:29.829Z
• Last seen in registry: 2026-11-01T08:50:29.829Z

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[![lookupd status](https://lookupd.com/badge/ai.llmse/mcp.svg)](https://lookupd.com/servers/ai.llmse/mcp)

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• Last crawl: 2026-11-11T15:38:39.561Z
• API base: https://api.lookupd.com
• MCP URL: https://api.lookupd.com/mcp