AI Search Kit MCP

Audits AI-crawler access, structured data, and llms.txt on a website, and drafts the fixes. It helps businesses publish what answer engines read by auditing crawler rules, generating LocalBusiness JSON-LD, creating llms.txt files, and checking entity consistency across sources.

Endpoint and access

No sign-in: your client connects and lists tools immediately, with no account or key.

No sign-inEndpoint checked 2026-10-19Operated by Modern Mustard Seed

MCP endpoint (Streamable HTTP)

https://mcp.modernmustardseed.com/ai-search-kit

Vendor documentation

What you can do with it

Audit a website for AI search readiness
Generate LocalBusiness schema.org JSON-LD
Create an llms.txt file for a site
Check business entity consistency

Tools advertised by the last live check:

audit_ai_readiness
generate_local_business_schema
generate_llms_txt
check_entity_consistency
validate_structured_data

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers a Streamable HTTP server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

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

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add ai-search-kit-mcp --url https://mcp.modernmustardseed.com/ai-search-kit

Cursor

Merge this server into .cursor/mcp.json in your project, then enable ai-search-kit-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "ai-search-kit-mcp": {
      "url": "https://mcp.modernmustardseed.com/ai-search-kit"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure). The type must be streamableHttp for a remote HTTP server.

Cline configuration

{
  "mcpServers": {
    "ai-search-kit-mcp": {
      "type": "streamableHttp",
      "url": "https://mcp.modernmustardseed.com/ai-search-kit",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start ai-search-kit-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "ai-search-kit-mcp": {
      "type": "http",
      "url": "https://mcp.modernmustardseed.com/ai-search-kit"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

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

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "ai-search-kit-mcp": {
      "url": "https://mcp.modernmustardseed.com/ai-search-kit"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "ai-search-kit-mcp": {
      "serverUrl": "https://mcp.modernmustardseed.com/ai-search-kit"
    }
  }
}

Ground your agent in cited data

AI Search Kit MCP gives your agent tools. Koskamo gives it reviewed, cited facts to check its answers against. Add it as a second MCP server; public reads need no API key.

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Do you run AI Search Kit MCP?

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