Score pages against 11,485 public taxonomy categories by embedding similarity. $0.05/call via MCP.
| Endpoint | https://topic-scorer.pixelcove.co/mcp (streamable-http) |
|---|---|
| Registry version | 0.1.1 |
| Now | 5 tools · grade C (74) · pin ts_90f60fc14617b8f1f055d3bb02f0c6c8 · protocol 2025-06-18 |
| First / last listed | 2026-10-27 05:19 UTC / 2026-10-27 05:19 UTC |
| Grade over time | 2026-10-27: C (74), 5 tools |
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Tools: topic_scorer_taxonomies topic_scorer_find topic_scorer_score topic_scorer_gate topic_scorer_phrases
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. params: none |
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; pass the id as `category` to the paid tools. params: query*, taxonomy, limit |
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 `category` it also returns the target's rank, score, gap to #1, and a phrase bank split into phrases the text already uses and phrases it does not. Read the rank and the gap, not the raw percent (scores compress into a 70 to 90 band). Paid, $0 params: text*, taxonomy, category, per, phrases, full |
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 top five, and the unused phrases to work in. Use it as a content-pipeline gate. Paid, $0.05/call; read-only and safe to retry. params: text*, taxonomy*, category*, min_rank, phrases, full |
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. Use it to seed a brief. Paid, $0.05/call; read-only and safe to retry. params: taxonomy*, category*, n |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.