classifier-dev: Zero-shot text classification over plain HTTP — no API key, no account

by mrmps · MCP Server · ★ 425

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 58/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

apiclassificationclicloudflare-workersllmmcptext-classificationzero-shot

Quick Facts

Stars425
Forks34
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score58/100
Open Issues16
Last Updated2026-10-19
Created2026-08-13
Platformscli, mcp, node
Est. Tokens~18k

About classifier-dev

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.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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