metasearch MCP

MCP serverDev tools

Lets your agent validate and normalize hotel and travel data feeds and compare them against requirements.

Then ask your AI: use the detect feed format tool from metasearch MCP

Details

Available today. Use it as a step in a pipeline you build, or from your connected AI.

Add it as a step in a pipeline you build on Ahel, or connect Ahel to Claude, ChatGPT, Cursor, Claude Code or Codex and ask your AI to use it.

About this server

Hotel and travel feed validation, normalization and requirement comparison.

Install metasearch MCP

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user metasearch-mcp 'https://metasearch.com.tr/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://metasearch.com.tr/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=metasearch-mcp&config=eyJ1cmwiOiJodHRwczovL21ldGFzZWFyY2guY29tLnRyL21jcCJ9

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://metasearch.com.tr/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add metasearch-mcp --url 'https://metasearch.com.tr/mcp'

    Run it once, then sign in with codex mcp login metasearch-mcp if the server asks for an account.

From the project's README

As published by metasearchcomtr/metasearch-mcp in README.md.

Public integration repository for the remote MCP server operated by metasearch.com.tr.

What it does

metasearch MCP gives AI agents structured tools for hotel/travel feed format detection, normalization, validation, platform requirement comparison, and deterministic remediation guidance.

TargetMode
Google Hotel CenterPublished-contract validation
Wego HotelsPublished-contract validation
trivago FastConnect Hotel DataPublished-contract validation
Meta CatalogReadiness/mapping pre-check
Criteo CatalogReadiness/mapping pre-check
Generic Hotel Master DataPlatform-independent quality check

Published-contract and readiness modes are deliberately kept separate. We do not invent undocumented mandatory fields.

Quick start

Claude Code

claude mcp add --transport http metasearch https://metasearch.com.tr/mcp
claude mcp list

Cursor

.cursor/mcp.json:

{
  "mcpServers": {
    "metasearch": {
      "url": "https://metasearch.com.tr/mcp"
    }
  }
}

VS Code / GitHub Copilot

.vscode/mcp.json:

{
  "servers": {
    "metasearch": {
      "type": "http",
      "url": "https://metasearch.com.tr/mcp"
    }
  }
}

Tools

  • detect_feed_format
  • normalize_hotel_feed
  • validate_feed
  • validate_google_hotel_center_list
  • validate_wego_hotel_feed
  • validate_trivago_hotel_data
  • validate_meta_catalog
  • validate_criteo_catalog
  • validate_hotel_master_data
  • compare_feed_readiness
  • compare_platform_requirements
  • suggest_feed_fixes

See docs/tools.md.

Example prompts

See examples/prompts.md.

Privacy

The validation workflow intentionally does not persist submitted feed payloads. Usage telemetry records tool name and explicit target only; it does not intentionally record feed contents.

See docs/privacy-and-security.md.

Registry

The canonical Registry descriptor is server.json. Publication uses domain ownership for metasearch.com.tr, represented by the reverse-DNS namespace tr.com.metasearch.

See docs/registry-publishing.md.

Companion CLI / Node SDK

npx @metasearch/feed-validator validate hotels.csv --target google-hotel-center

Repository: https://github.com/metasearchcomtr/feed-validator

License

MIT

Tools it offers (12)

What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

  • detect_feed_format
  • normalize_hotel_feed
  • validate_feed
  • validate_wego_hotel_feed
  • validate_google_hotel_center_list
  • validate_trivago_hotel_data
  • validate_meta_catalog
  • validate_criteo_catalog
  • validate_hotel_master_data
  • compare_feed_readiness
  • compare_platform_requirements
  • suggest_feed_fixes

Signals

Last commit
Oct 2026
Advanced
Delivery
metasearch-mcp MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
tr-com-metasearch-metasearch-mcp
Source
github.com/metasearchcomtr/metasearch-mcp
Hosted endpoint
https://metasearch.com.tr/mcp