AI Search Kit MCP Server

com.modernmustardseed/ai-search-kitv1.0.0

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

remoteofficial registry

context tax

pending

security

pending

cold start

hosted

freshness

Active7d ago

Our reading of AI Search Kit, from the data

AI Search Kit is a browser automation MCP server, listed in the official MCP Registry.

We haven't measured its tool list yet, so its token cost is unknown.

Maintenance is active: the last public signal was 7 days ago (2026-10-11). For comparison, 67% of browser automation servers are active or maintained.

It runs as a hosted endpoint, so there is nothing to install.

Install AI Search Kit MCP server

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

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

{
  "mcpServers": {
    "ai-search-kit": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.modernmustardseed.com/ai-search-kit"
      ]
    }
  }
}

Or add it as a custom connector under Settings → Connectors. The config above bridges via mcp-remote.

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

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

Remote endpoints

streamable-httphttps://mcp.modernmustardseed.com/ai-search-kit

Freshness

Active — last maintenance signal 7d ago. The newest of the signals below sets the band.

Last commit (default branch)
no data · GitHub
Latest release
no data · GitHub
Package published
no data · npm/PyPI
Registry entry updated
2026-10-11 · 7d ago · official registry · v1.0.0

How it compares in Browser Automation

Against the most-starred browser automation servers we index. Token cost is per model turn, measured from each server's live tool list.

Server	Stars	Tools	Tokens / turn	Freshness	Runs
AI Search Kit (this)	—	—	not measured	Active	hosted
Browser Use	118,444	—	not measured	Active	local
Scrapling	88,517	—	not measured	Active	local
Browser	39,318	—	not measured	Active	local + hosted
Playwright	38,349	—	not measured	Active	local
Browser	36,690	—	not measured	Active	—

All browser automation MCP servers

FAQ

›How do I install the AI Search Kit MCP server in Claude Code?

Run: claude mcp add --transport http ai-search-kit https://mcp.modernmustardseed.com/ai-search-kit. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does AI Search Kit require an API key?

No required environment variables are declared in its published metadata.

›Can I use AI Search Kit as a remote (hosted) MCP server?

Yes. It is a hosted MCP server; connect to its URL with any client that supports remote MCP.

›Is AI Search Kit in the official MCP registry?

Yes, as com.modernmustardseed/ai-search-kit.

Sources and method

Official MCP Registry entry: updated 2026-10-11
Last checked against all sources: 2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.