# Openkrill Taste MCP server

Source: https://glimind.com/server/mcp-registry%2Fapp.openkrill%2Ftaste
Registry id: `mcp-registry/app.openkrill/taste`
Status: live (checked 2026-10-27T16:04:24.304Z)

## Verdict

Openkrill Taste MCP server answered 99.09% of Glimind's liveness checks over 30 days, better than 9% of MCP servers, with 503 ms median handshake and 18 outages in 90 days. Its agent-readiness grade is A (98/100) across 9 tools, costing an agent about 2,969 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 99.09% | 9% of MCP servers |
| Median handshake latency | 503 ms | 44% of MCP servers |
| p95 handshake latency | 2853 ms | — |
| Checks in 30 days | 4,315 | — |
| Outages, 90 days | 18 | — |
| Median recovery | 7 min | — |
| Agent-readiness score | 98/100 (A) | 91% of MCP servers |
| Tools | 9 | — |
| Tool-list size for an agent | ~2,969 tokens | 46% of MCP servers |
| Days observed | 23 | — |

## Install

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

Claude Code:

```sh
claude mcp add --transport http openkrill-taste-mcp-server https://taste.openkrill.app/mcp
```

## Tools (9)

- `add_refs`: Use this when the user wants to keep images as design references: uploaded images or public links to image files, up to 4 per call. Each image is read once and 
- `delete_profile`: Use this when the user asks to delete their data. Pass the profile_key and ref_ids to delete only those references, or leave ref_ids out to delete the whole pro
- `describe_style`: Describe the shared style. Use this when the user asks what their references have in common or wants rules to design by, such as "what is my taste?". Pass the p
- `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 
- `get_profile`: Read the taste profile. Use this before creating slides, an interface, an image or any design for a user who has a profile_key, to read the style rules they sav
- `index_tools`: Search the tools on this server by task or keyword in plain words. Returns the matching tools, best match first, each with its name, title, a one-line summary a
- `save_profile`: Use this after the user has confirmed style rules, to keep them as their taste profile. Pass the profile_key and the confirmed layout, palette (#RRGGBB), type, 
- `search_refs`: Use this when the user wants to find references they saved, by words such as "dark editorial layout with a serif headline", or by giving another image to find s
- `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.