AI Catalog by Crescendo Lab

Name: AI Catalog by Crescendo Lab
Author: com.cresclab.catalog

MCP serverMCP

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

by com.cresclab.cataloghomepage ↗v1.0.0

Is this yours?

This record is unclaimed

Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.

Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"ai-catalog-by-crescendo-lab","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.

Claim this record

Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability62/62 checks ok

when	check	result	http	latency	detail
1 h ago	mcp initialize	ok	200	626 ms	server ai-catalog 1.0.0 · protocol 2025-06-18 · 3 tools
9 h ago	mcp initialize	ok	200	618 ms	server ai-catalog 1.0.0 · protocol 2025-06-18 · 3 tools
17 h ago	mcp initialize	ok	200	644 ms	server ai-catalog 1.0.0 · protocol 2025-06-18 · 3 tools
24 h ago	mcp initialize	ok	200	636 ms	server ai-catalog 1.0.0 · protocol 2025-06-18 · 3 tools
32 h ago	mcp initialize	ok	200	1873 ms	server ai-catalog 1.0.0 · protocol 2025-06-18 · 3 tools
2 d ago	mcp initialize	ok	200	641 ms	server ai-catalog 1.0.0 · protocol 2025-06-18 · 3 tools
2 d ago	mcp initialize	ok	200	1491 ms	server ai-catalog 1.0.0 · protocol 2025-06-18 · 3 tools
2 d ago	mcp initialize	ok	200	1708 ms	server ai-catalog 1.0.0 · protocol 2025-06-18 · 3 tools
3 d ago	mcp initialize	ok	200	1871 ms	server ai-catalog 1.0.0 · protocol 2025-06-18 · 3 tools
3 d ago	mcp initialize	ok	200	657 ms	server ai-catalog 1.0.0 · protocol 2025-06-18 · 3 tools

Tools observed via MCP handshake

scan_product_feed — 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), sam
get_feed_fix_guide — 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
list_ai_shopping_platforms — 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)

Declared by sources

What the publisher says

Attributed to the source that supplied each field. Treated as claims, not facts.

No long description beyond the summary.

kind Official MCP Registry

name Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

Official MCP Registrycom.cresclab.catalog/ai-catalog

first seen 17 d ago · fetched 29 h agoopen ↗

Field history (6 recent events)

17 d ago · declared · summary → "Check if a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode): score, gaps, fixes."
17 d ago · declared · description → "Check if a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode): score, gaps, fixes."
17 d ago · declared · publisherName → "com.cresclab.catalog"
17 d ago · declared · homepageUrl → "https://catalog.cresclab.com/mcp/"
17 d ago · declared · version → "1.0.0"
17 d ago · declared · protocols → ["mcp"]

This record is unclaimed

Evidence

What the publisher says

Capabilities

Where this record came from