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mcp/harbor
Verified official

AEO Lookup MCP

v1.0.0

com.aeolookup/free-aeo-tools

Free AI crawler, schema, llms.txt and answer-readiness checks for public web pages. No API key.

transport:streamable-http tools:11
Website

Target client

run in your project directory 

claude mcp add --transport http free-aeo-tools https://aeolookup.com/mcp

setup guides: Claude Code Claude Desktop Cursor VS Code Zed Windsurf Cline Gemini CLI Grok ChatGPT Claude.ai LangChain

Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs

check_ai_crawler_access Read-only

check ai crawler access

check_structured_data Read-only

check structured data

validate_llms_txt

validate llms txt

generate_llms_txt

generate llms txt

score_answer_readiness

score answer readiness

run_aeo_audit Mutating

run aeo audit

calculate_ai_savings

calculate ai savings

calculate_ai_time_saved

calculate ai time saved

estimate_ai_staff_impact

estimate ai staff impact

check_job_ai_risk Read-only

check job ai risk

score_ai_readiness

score ai readiness

All 11 tools, one page each

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. Check the server's own documentation before granting access.