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The classifier-dev MCP server was last committed 29d ago and has 2 contributors. Issue health: 0% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

classifier-dev MCP Server

Name: mrmps/classifier-dev
Rating: 3.3 (1 reviews)
Author: mrmps

mrmps/classifier-dev

Score: 57.6 Rank #7366 MCP Server

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Zero-shot text classification over plain HTTP — no API key, no account. One Cloudflare Worker, a CLI, and an MCP server. https://classifier.dev

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Overview

mrmps/classifier-dev is a TypeScript MCP server licensed under MIT. Zero-shot text classification over plain HTTP — no API key, no account. One Cloudflare Worker, a CLI, and an MCP server. https://classifier.dev Topics: api, classification, cli, cloudflare-workers, llm, mcp, text-classification, zero-shot.

Ranked #7366 out of 24846 indexed tools.

Ecosystem

TypeScript MIT

apiclassificationclicloudflare-workersllmmcptext-classificationzero-shot

Score Breakdown

Stars 15% 425

425 stars → growing community

Freshness 25% 29d ago

Last commit 29d ago → recently updated

Issue Health 25% 0%

0/15 issues closed → many open issues

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 33

Description Good

License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

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Issue Health high impact

You have 15 open vs 0 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Markdown

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Details

Stars: 425
Forks: 33
Open Issues: 15
Closed Issues: 0
Contributors: 2
Dependents: —
Language: TypeScript
License: MIT
Last Commit: 29d ago

Matched Queries

"mcp server""mcp-server"topic:mcp

From the README

# classifier.dev

Zero-shot text classification. Plain text in, a label and a calibrated
confidence out. No key, no signup. Up to a thousand texts per request.

    curl https://classifier.dev/spam,not+spam/Win+a+free+iPhone
    spam

    curl "https://classifier.dev/?labels=spam,not+spam&text=Win+a+free+iPhone"   # same call, query form
    spam

Single Cloudflare Worker. No database, no framework, no build step beyond esbuild.

## CLI

    npm i -g classifier-dev
    classify bug,feature,praise < feedback.txt

`cli/` is a separate npm package (`classifier-dev`, bin `classify`): one
dependency-free Node file, tests against a mock API (`npm test`), semver with
its own CHANGELOG, released with `npm run release patch|minor|major` which
tags `cli-v<version>` and lets `.github/workflows/publish-cli.yml` publish
(needs an `NPM_TOKEN` repo secret). It talks to the API exactly like curl does.

## Layout

    src/index.ts    routing, validation, tiers, LLM fallback chain, analytics
    src/que

Read full README on GitHub →