co.pixelcove/topic-scorer · v0.1.0 · finance-and-payments
co.pixelcove/topic-scorer is healthy: it completed an MCP handshake in 1289 ms and exposes 5 tools.
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)
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| Users (last 30 days) | 0 |
| Handshake | Healthy |
| Auth needed | None |
| Tool count | 5 |
| Latency | 1289 ms |
| Last checked (UTC) | 2026-10-15T18:30:11.896Z |
| Checked (UTC) | Status | Latency | Error |
|---|---|---|---|
| 2026-10-15T18:30:11.896Z | Healthy | 1289 | |
| 2026-10-14T17:35:44.668Z | Healthy | 3794 |
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. |
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. |
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 |
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. |
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. |