MCP Tools
Linear Linear
Claude Claude

Classify and route tickets with AI

Auto-classify incoming tickets by category, priority, and sentiment. Theymes MCP analyzes context and routes issues to the right team in Linear.

$ /theymes classify-tickets

Manual ticket classification is slow, inconsistent, and a poor use of agent time. Different team members categorize the same issue differently. Priority levels are subjective. Routing rules become stale as products evolve.

Theymes MCP applies AI-powered classification to every incoming ticket. It reads the full context — not just keywords — and assigns categories, priorities, and sentiment scores based on your team's actual taxonomy.

The classified tickets flow directly into Linear with proper labels, priority levels, and team assignments. Escalations are flagged immediately. Patterns across incoming volume are surfaced before they become problems.

01

Define your taxonomy

Configure your ticket categories, priority levels, and routing rules in Theymes. The AI learns from your existing classification patterns.

02

Run classification

Run /theymes classify-tickets to process incoming or unclassified tickets. The AI analyzes full conversation context, not just subject lines.

03

Tickets flow to the right team

Classified tickets appear in Linear with labels, priority, sentiment scores, and team assignments. Review the AI's reasoning and adjust rules as needed.

How it works

Three steps to operational intelligence

01

Connect

Link your support tools through the Theymes MCP server. Works with any MCP-compatible AI assistant.

02

Ask

Run commands in Claude, ChatGPT, or your internal AI tools. Natural language or structured commands, both work.

03

Build your own MCP

Create custom MCP integrations tailored to your workflows. Connect your own tools and data sources.

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What you get

  • Consistent classification across all incoming tickets
  • Context-aware priority assignment based on full conversation
  • Automatic routing to the correct team in Linear
  • Sentiment scoring for early escalation detection
  • Pattern detection across incoming ticket volume

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Let's explore what Theymes can do for your team

45 minutes. No pressure. We'll walk through your setup and see if Theymes is a good fit.