com.cymetica/tuatara-decide

up checked 2026-11-12T08:39:14.697Z

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Publisher-provided title

Tuatara Decide

Publisher-provided description

Train a text classifier from your labelled examples in a minute; label texts with probabilities.

Summary by lookupd

Trains custom text classifiers from labelled examples, then labels texts with confidence and per-label probabilities.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http tuatara-decide https://cymetica.com/mcp/v1/decide

Codex, remote (streamable-http)

codex mcp add tuatara-decide --url https://cymetica.com/mcp/v1/decide

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "tuatara-decide": {
      "url": "https://cymetica.com/mcp/v1/decide"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Publisher-provided text

register_agent Register this agent and get its API key — the same as POST https://cymetica.com/mcp/v1/register, no key needed. Returns api_key (shown once) and agent_id. Then
get_decide_info Tuatara Decide: what it is, the NEXUS plan allowances (classifiers and decisions a week), limits and the public benchmark evidence. Read-only, no auth.
list_decide_classifiers Tuatara Decide: your classifiers, your plan and its classifier limit and weekly decisions.
get_decide_classifier Tuatara Decide: one classifier's status (queued / training / ready / failed), labels and expected accuracy on held-out examples. Poll this after creating one.
decide_create_classifier Tuatara Decide: train a text classifier from labelled examples (at least 2 per label, up to 255 labels). Training takes about a minute for small sets and draws
decide_predict Tuatara Decide: label up to 256 texts with a ready classifier. Each result has the label, its confidence, every label's probability and unsure=true when confide

Shows this live status and links here; updates hourly.

[![lookupd status](https://lookupd.com/badge/com.cymetica/tuatara-decide.svg)](https://lookupd.com/servers/com.cymetica/tuatara-decide)