metasearch MCP
MCP serverDev toolsLets your agent validate and normalize hotel and travel data feeds and compare them against requirements.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
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.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
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/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=metasearch-mcp&config=eyJ1cmwiOiJodHRwczovL21ldGFzZWFyY2guY29tLnRyL21jcCJ9Open the link and Cursor adds the server at that address.
ChatGPT
https://metasearch.com.tr/mcpIn 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.
- Remote MCP:
https://metasearch.com.tr/mcp - Registry name:
tr.com.metasearch/metasearch-mcp - Website docs: https://metasearch.com.tr/en/mcp
- Hotel Feed Validator: https://metasearch.com.tr/en/tools/hotel-feed-validator
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.
| Target | Mode |
|---|---|
| Google Hotel Center | Published-contract validation |
| Wego Hotels | Published-contract validation |
| trivago FastConnect Hotel Data | Published-contract validation |
| Meta Catalog | Readiness/mapping pre-check |
| Criteo Catalog | Readiness/mapping pre-check |
| Generic Hotel Master Data | Platform-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_formatnormalize_hotel_feedvalidate_feedvalidate_google_hotel_center_listvalidate_wego_hotel_feedvalidate_trivago_hotel_datavalidate_meta_catalogvalidate_criteo_catalogvalidate_hotel_master_datacompare_feed_readinesscompare_platform_requirementssuggest_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_formatnormalize_hotel_feedvalidate_feedvalidate_wego_hotel_feedvalidate_google_hotel_center_listvalidate_trivago_hotel_datavalidate_meta_catalogvalidate_criteo_catalogvalidate_hotel_master_datacompare_feed_readinesscompare_platform_requirementssuggest_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
github.com/metasearchcomtr/metasearch-mcp
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