# Pixelcove Topic Scorer MCP server

Source: https://glimind.com/server/mcp-registry%2Fco.pixelcove%2Ftopic-scorer
Registry id: `mcp-registry/co.pixelcove/topic-scorer`
Status: live (checked 2026-10-27T01:45:39.612Z)

## Measurements (30 days)

- Uptime: 99.91%
- Checks: 4950
- Outages (90 days): 2

## Install

```json
{
  "mcpServers": {
    "pixelcove-topic-scorer-mcp-server": {
      "type": "http",
      "url": "https://topic-scorer.pixelcove.co/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http pixelcove-topic-scorer-mcp-server https://topic-scorer.pixelcove.co/mcp
```

## Tools (5)

- `topic_scorer_find`: Finds categories whose path contains the query (case-insensitive substring), optionally within one taxonomy. Free. Returns up to `limit` hits with id and path; 
- `topic_scorer_gate`: Pass/fail check: does the text rank within the top `min_rank` categories of its target taxonomy? Returns `pass`, the target's rank and gap to #1, the taxonomy's
- `topic_scorer_phrases`: Returns the ranked phrase bank for one category: 1 to 4 word phrases a page squarely about that category would contain, ordered by similarity to the category. U
- `topic_scorer_score`: Scores text against every category in all six taxonomies (one embedding, cosine similarity) and returns the top `per` rows per taxonomy. With `taxonomy` and `ca
- `topic_scorer_taxonomies`: Lists the six taxonomies with their label and category count. Free. Call it first to pick the taxonomy for topic_scorer_find.

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