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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "ai-catalog": {
      "type": "http",
      "url": "https://catalog.cresclab.com/api/mcp/"
    }
  }
}

claude mcp add --transport http ai-catalog https://catalog.cresclab.com/api/mcp/

[mcp_servers.ai-catalog]
url = "https://catalog.cresclab.com/api/mcp/"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-catalog": {
      "type": "remote",
      "url": "https://catalog.cresclab.com/api/mcp/",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "ai-catalog": {
      "type": "http",
      "url": "https://catalog.cresclab.com/api/mcp/"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ai-catalog&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vY2F0YWxvZy5jcmVzY2xhYi5jb20vYXBpL21jcC8ifQ%3D%3D"
}

{
  "servers": {
    "ai-catalog": {
      "type": "http",
      "url": "https://catalog.cresclab.com/api/mcp/"
    }
  }
}

{
  "mcpServers": {
    "ai-catalog": {
      "httpUrl": "https://catalog.cresclab.com/api/mcp/"
    }
  }
}

extensions:
  "ai-catalog":
    enabled: true
    name: "ai-catalog"
    type: streamable_http
    uri: "https://catalog.cresclab.com/api/mcp/"
    timeout: 300

Quality 85 / 100good

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene86 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations3 of 3 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_feed_fix_guide (destructiveHint, idempotentHint); list_ai_shopping_platforms (destructiveHint, idempotentHint); scan_product_feed (destructiveHint, idempotentHint)
pass
tools.token_costabout 384 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changesno tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

3 tools, about 384 tokens to load them all · tool set f04c1fc3ab03 · checked 2026-10-19 10:52 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository

provenance55

liveness100

freshness100

hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-12d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://catalog.cresclab.com/api/mcp/` streamable-http	none	yes	100%	377 ms	2025-06-18	2026-10-19

Tools (3)

`get_feed_fix_guide`read-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_platforms`read-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_feed`read-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.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "com.cresclab.catalog/ai-catalog",
  "title": "AI Catalog by Crescendo Lab",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://catalog.cresclab.com/api/mcp/",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://catalog.cresclab.com/mcp/",
  "description": "Check if a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode): score, gaps, fixes."
}