agentprobe.org
031 ms1,000 ms2026-09-07T06:43:33+00:00 · ok · 341 ms2026-09-08T07:53:17+00:00 · ok · 889 ms2026-09-09T08:10:52+00:00 · ok · 803 ms2026-09-07 06:432026-09-09 08:10031 ms1,000 ms2026-09-07T06:43:33+00:00 · ok · 341 ms2026-09-08T07:53:17+00:00 · ok · 889 ms2026-09-09T08:10:52+00:00 · ok · 803 ms2026-09-07 06:432026-09-09 08:10
probe history, latency (log) over time, glyph = outcome
A grade
ok
100 score
803 ms
2025-11-25 version
100.0% uptime over 3 measured probes
AS13335 CLOUDFLARENET - Cloudflare, Inc., US · US

https://acjlabs-catalog-normalizer.acjlabs.workers.dev/mcp

mcp first seen 2026-09-07 · last seen 2026-09-07 · json

Listed in

sourcenamedescriptionexternal id
agent-tools.cloudCatalog Attribute NormalizerNormalizes messy catalog attributes, maps categories to Google/Shopify/Amazon. MCP + HTTPS API.mcp:catalog-attribute-normalizer-acjlabs-catalog-normalizer-

Same host

agents-txt × 1 ard × 1 llms-txt × 1 robots × 1 · 1 alive sigdir × 1

Badge

agentprobe grade A

embed:

<a href="https://agentprobe.org/endpoint/61926"><img src="https://agentprobe.org/badge/61926.svg" alt="agentprobe"></a>

Probe history

probed (UTC)outcomescorestatushttpmsversioncapabilitieserror
2026-09-09 08:10ok100 2008032025-11-25
details

capabilities

{"tools_count":1,"tools":["normalize_catalog"],"tools_more":false}

meta

{"final_url":"https://acjlabs-catalog-normalizer.acjlabs.workers.dev/mcp","era":"legacy","initialized_status":202,"server_info":{"name":"catalog-attribute-normalizer","version":"0.2.0","description":"Taxonomy-grounded catalog attribute normalizer — verified against the real Google Product Taxonomy, so it catches the plausible-but-wrong category IDs a generic LLM invents. Messy catalogs in; clean attributes, units, and grounded category mappings out.","websiteUrl":"https://github.com/acjlabs/catalog-normalizer"},"server_capabilities":{"tools":{"listChanged":true}},"transport":"streamable-http","vantage":"us-east-1"}
HTTP 400
2026-09-08 07:53ok70 2008892025-11-25
details

meta

{"final_url":"https://acjlabs-catalog-normalizer.acjlabs.workers.dev/mcp","era":"legacy","initialized_status":202,"server_info":{"name":"catalog-attribute-normalizer","version":"0.2.0","description":"Taxonomy-grounded catalog attribute normalizer — verified against the real Google Product Taxonomy, so it catches the plausible-but-wrong category IDs a generic LLM invents. Messy catalogs in; clean attributes, units, and grounded category mappings out.","websiteUrl":"https://github.com/acjlabs/catalog-normalizer"},"server_capabilities":{"tools":{"listChanged":true}},"transport":"streamable-http","vantage":"us-east-1"}
2026-09-07 06:43ok100 2003412025-11-25
details

capabilities

{"tools_count":1,"tools":["normalize_catalog"],"tools_more":false}

meta

{"final_url":"https://acjlabs-catalog-normalizer.acjlabs.workers.dev/mcp","era":"legacy","initialized_status":202,"server_info":{"name":"catalog-attribute-normalizer","version":"0.2.0","description":"Taxonomy-grounded catalog attribute normalizer — verified against the real Google Product Taxonomy, so it catches the plausible-but-wrong category IDs a generic LLM invents. Messy catalogs in; clean attributes, units, and grounded category mappings out.","websiteUrl":"https://github.com/acjlabs/catalog-normalizer"},"server_capabilities":{"tools":{"listChanged":true}},"transport":"streamable-http"}