AI Catalog by Crescendo Lab

Check if a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode): score, gaps, fixes.

Connector by catalog.cresclab.com · Domain verified by the MCP Registry

IndexedLicense unknownRemote (HTTP)

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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/catalog-cresclab-com-ai-catalog

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

https://catalog.cresclab.com/api/mcp/ Remote (HTTP)

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About

Check if a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode): score, gaps, fixes.

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 3 read · 0 write · 0 deleteRead-only
Secrets: None asked for
Install scripts: Nothing to install (hosted)
Runs as: Hosted (remote endpoint)

Tools by what they do 3

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 3 · Look things up without changing anything.

get_feed_fix_guide
list_ai_shopping_platforms
scan_product_feed

Network hosts it talks to 1

catalog.cresclab.com · found in remote endpoint, install command

Tools (3)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

get_feed_fix_guideHow to fix an AI-readiness gapread-only
Explain what a gap from scan_product_feed means, why AI shopping assistants need that data, and how to fix it with evidence the merchant already owns. Call with no argument to get the full checklist.
list_ai_shopping_platformsWhere product data reaches AI shoppingread-only
List the main AI shopping surfaces and how product data reaches each one (e.g. Google Merchant Center for Gemini / AI Mode / Shopping; ChatGPT merchant program). Overview only, not a list of live integrations.
scan_product_feedScan a product feed for AI shopping readinessread-only
Fetch a public product feed once and score how well AI shopping assistants can understand it (0-100). Returns the biggest gaps (share of products affected), sample shopper questions AI could not answer from the feed, the thinnest products, and a link to fix the gaps. Accepts Google Merchant / Facebook catalog XML, CSV, TSV, or a Shopify store URL. Takes 20-60 seconds. Only summary results are stored.

Signals

Last release: Oct 7, 2026 (23 days ago)

Details

Registry name: com.cresclab.catalog/ai-catalog
Version: 1.0.0
Auth: Auth not stated
License: License unknown
Website: catalog.cresclab.com/mcp/
First seen: Oct 24, 2026
Last checked: Oct 25, 2026
Source: Official MCP Registry

Rank

of 44,833 in Connectors

Score

0.562

How ranking works →

Grades

Freshness

Active in the last 30 days. Last activity 23 days ago.

–

Security

Security scan: in progress. Grades from our dependency, secret, code and prompt-injection checks appear here once they launch. Until then, check the code before you install.

Indexed

Found automatically from a public source. Not yet claimed by its publisher.

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Availability

100% uptime, last 30 days (1 check)

Last check: 5 days ago
Status: Up
Median response: 334 ms

Up
Up, auth required
Down
Not checked
No data

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Cite this page

AI Catalog by Crescendo Lab MCP server. Agent Mart. https://agentmart.dev/connectors/catalog-cresclab-com-ai-catalog (last updated 2026-10-25)