classifier.dev

Last updated:

WrapperProprietary

⚠️ Why not a model

Hosted wrapper over Jev API — not a separate model, just a convenience layer.

Technical specs

Base LLMs
jev-1.13
Decision types
choice, score, boolean
Features
http, cli, mcp, smart-escalation
License
Proprietary

classifier.dev is a hosted wrapper over the Jev API, providing HTTP, CLI, and MCP interfaces with added convenience features.

What it does

classifier.dev wraps Jev (jev-1.13.0) with:

  • HTTP API: Simple REST interface
  • CLI: Command-line tool for quick classification
  • MCP: Model Context Protocol integration
  • Smart escalation: Uncertain cases can escalate to a reasoning LLM

Why it’s listed here (not in Models)

classifier.dev is purely a wrapper:

  • Does not run its own model
  • All decisions come from hosted Jev
  • Adds convenience, not capability

It’s an ecosystem tool, not a decision model.

Smart escalation

The “fast = Jev, smart = reasoning LM” pattern:

  • Low-uncertainty decisions → Jev response
  • High-uncertainty cases → Escalate to a larger reasoning model

This is a dual-process pattern, not a model capability.