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mcp/harbor
Verified official

AI Search Kit MCP

v1.0.0

com.modernmustardseed/ai-search-kit

Audits AI-crawler access, structured data and llms.txt on a site, and drafts the fixes.

transport:streamable-http tools:5
Website

Target client

run in your project directory 

claude mcp add --transport http ai-search-kit https://mcp.modernmustardseed.com/ai-search-kit

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

audit_ai_readiness

audit ai readiness

generate_local_business_schema

generate local business schema

generate_llms_txt

generate llms txt

check_entity_consistency Read-only

check entity consistency

validate_structured_data

validate structured data

All 5 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.