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classifier.dev

by @fastdrop

MCP Verified 12 days ago Registry import free

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

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Sort up to 1,000 texts into your own labels with a calibrated confidence per answer. No API key. Official MCP Registry: dev.classifier/classifier@1.0.0. Remote endpoint: https://classifier.dev/mcp

Problem it solves

Discoverable MCP server listed in the official MCP Registry.

How it's different

Remote MCP endpoint ingested from the official registry and probed by FastDrop.

Ingested from the official MCP Registry

FastDrop pulled this entry from the official MCP Registry as dev.classifier/classifier and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed and the description is not theirs.

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Tools this endpoint exposes

Read directly from the endpoint on 19 Sept 2026. Not supplied by the maker.

  • classify_texts

    Sort up to 1,000 texts into exactly one of your own labels each, with a calibrated confidence per answer. Use this when you have many items to triage, route, filter or bucket and do not want to read t

  • 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 article, components touched by a ticket —

  • 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 of a corpus — what share of feedback is

  • 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 a bulk classification to decide which it

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