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.
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.
Define your taxonomy
Configure your ticket categories, priority levels, and routing rules in Theymes. The AI learns from your existing classification patterns.
Run classification
Run /theymes classify-tickets to process incoming or unclassified tickets. The AI analyzes full conversation context, not just subject lines.
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
Connect
Link your support tools through the Theymes MCP server. Works with any MCP-compatible AI assistant.
Ask
Run commands in Claude, ChatGPT, or your internal AI tools. Natural language or structured commands, both work.
Build your own MCP
Create custom MCP integrations tailored to your workflows. Connect your own tools and data sources.
Get startedWhat 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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