# Openkrill Catalog Qa MCP server

Source: https://glimind.com/server/mcp-registry%2Fapp.openkrill%2Fcatalog-qa
Registry id: `mcp-registry/app.openkrill/catalog-qa`
Status: live (checked 2026-10-27T00:38:00.680Z)

## Verdict

Openkrill Catalog Qa MCP server answered 99% of Glimind's liveness checks over 30 days, better than 8% of MCP servers, with 969 ms median handshake and 15 outages in 90 days. Its agent-readiness grade is A (97/100) across 6 tools, costing an agent about 2,388 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 99% | 8% of MCP servers |
| Median handshake latency | 969 ms | 22% of MCP servers |
| p95 handshake latency | 3025 ms | — |
| Checks in 30 days | 3,419 | — |
| Outages, 90 days | 15 | — |
| Median recovery | 8 min | — |
| Agent-readiness score | 97/100 (A) | 91% of MCP servers |
| Tools | 6 | — |
| Tool-list size for an agent | ~2,388 tokens | 50% of MCP servers |
| Days observed | 23 | — |

## Install

```json
{
  "mcpServers": {
    "openkrill-catalog-qa-mcp-server": {
      "type": "http",
      "url": "https://catalogqa.openkrill.app/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http openkrill-catalog-qa-mcp-server https://catalogqa.openkrill.app/mcp
```

## Tools (6)

- `csv_import_preflight`: Best for: "will this Shopify CSV import?" or "what is wrong with my product file?". Checks the Shopify import rules: columns, handles, options, duplicate varian
- `get_feedback_reply`: Read the maintainers' reply to feedback you sent with submit_feedback, given its ticket id. Returns status pending until a reply is ready, then status answered 
- `listing_fix_sheet`: Best for: "write the alt text for my images" or "fix the shouting titles". Builds a CSV of corrected titles and image alt text to review and import. Returns: cs
- `listing_text_audit`: Best for: "which products have no alt text?", "are any descriptions copied?" or "which descriptions are too thin?". Returns: four lists, up to 100 entries each:
- `merchant_feed_check`: Best for: "what would Google Merchant Center reject?" or "are my barcodes valid?". Checks GTIN length and check digit, duplicate GTINs, long, promotional or all
- `submit_feedback`: Send feedback, a bug report or a tool request to the maintainers of the tools on this server: a missing tool, missing or stale data, or a tool that broke or gav

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.