classifier.dev
dev.classifier/classifier · v1.0.0 · MCP 2025-11-25
Sort up to 1,000 texts into your own labels with a calibrated confidence per answer. No API key.
Reachability
reachable
checked 2026-09-20 05:30 UTC
Registry status active
Tools pinned 5
a4d2b6494a70
Tools last changed
unchanged since first capture 2026-09-20
Repo last push 2026-09-20
GitHub stars 289
Provenance
Registry namespace dev.classifier
(domain verified by the official registry)
Repository
github.com/mrmps/classifier-dev
Website
https://classifier.dev
Remote endpoints
https://classifier.dev/mcp (streamable-http)
Observed changes
| When (UTC) | Event | Detail |
|---|---|---|
| 2026-09-20 05:30 | first capture | 5 tools pinned |
Pinned tool definitions (5)
| Tool | Description |
|---|---|
| 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 them all: search results before... |
| 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 most 1,000 item × dimension decisions; every field counts toward the quota.... |
| 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 — where one answer is not enough. Set... |
| 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 bugs vs praise, how many search... |
| 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 items deserve your own attention: the... |
Get alerted when this changes.
Email the moment dev.classifier/classifier drifts, dies, or revives.
Status badge
[](https://toolpin.dev/servers/dev.classifier/classifier)
Maintain this server? Add the badge to your README. It links your users to this live status page.