Connect-MCP

co.pixelcove/topic-scorer

co.pixelcove/topic-scorer · v0.1.0

Score pages against 11,485 public taxonomy categories by embedding similarity. $0.05/call via MCP.

MCPremoteAPI keyFinanceAI & LLMCRM & sales

Reported outcomes

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Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 5 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 81/100

What it does: 5 tools · 0 read, 0 write · Finance, AI & LLM, CRM & sales

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +8
  • Read/write annotations: 0
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://topic-scorer.pixelcove.co/mcp

Tools

5 tools listed at last check
  • 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.

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Repository