dev.classifier/classifier

up checked 2026-11-11T08:39:50.845Z

Unclaimed · Unverified

Publisher-provided title

classifier.dev

Publisher-provided description

Sort up to 1,000 texts into your own labels with a calibrated confidence per answer. No API key.

Summary by lookupd

Classifies up to 1,000 texts into user-defined labels with calibrated confidence, multi-label tagging, histograms, and uncertainty review.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http classifier https://classifier.dev/mcp

Codex, remote (streamable-http)

codex mcp add classifier --url https://classifier.dev/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "classifier": {
      "url": "https://classifier.dev/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Publisher-provided text

classify_texts Sort up to 1,000 texts into exactly one of your own labels each, with confidence per answer. Use this when you have many items to triage, route, filter or bucke
classify_dimensions Classify each text by several named dimensions, such as team, urgency and kind, in one request. Returns a label, confidence, scores and model for each field. At
classify_multi_label Like classify_texts, but each text gets every label that applies (possibly none), with an independent 0-1 score per label. Use this for tagging — topics of an a
count_labels Classify up to 1,000 texts and return only a histogram: how many landed on each label, and how many the model was unsure about. Use this when you want the shape
review_uncertain Classify up to 1,000 texts and return only the ones whose confidence fell under a threshold (default 0.7), each with its two most likely labels. Use this after

Shows this live status and links here; updates hourly.

[![lookupd status](https://lookupd.com/badge/dev.classifier/classifier.svg)](https://lookupd.com/servers/dev.classifier/classifier)