ai.llmse/mcp

Public MCP server for the LLM Search Engine

Install

Remote server: your requests and data go to llmse.ai. Claude Code: claude mcp add --transport http mcp https://llmse.ai/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

• classify_url — Classify a website URL into category, subcategory, language, and sentiment. Fetches the URL content and uses AI for classification. Results
• select_advertiser — Select the best advertisers based on website demographics. Matches advertisers to website content based on classification demographics. Prov
• analyze_seo — Analyze a website URL for SEO optimizations. Fetches the URL content and analyzes HTML for possible SEO improvements. Results are cached for
• analyze_eeat — Analyze a website URL for E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness). Evaluates content quality signals based on Go
• analyze_aeo — Analyze how well content is optimized for AI answer engines. Evaluates content for AI answer engines (ChatGPT, Perplexity, Gemini, Claude).
• 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 Le
• analyze_garm — Compute GARM brand safety score for a website or category. Based on the GARM (Global Alliance for Responsible Media) Brand Suitability Frame
• analyze_readability — Analyze a website URL for content readability using Flesch Reading Ease. Extracts plain text from HTML and computes readability metrics incl
• audit — Perform comprehensive audit of a website URL. Fetches the URL content ONCE and provides a combined report with: - Classification: category,
• find_similar_sites — Find similar or competitor websites based on classification. Takes a URL, classifies it (or uses cached classification), and returns other w

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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