bobmatnyc/mcp-ticketer

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Universal ticket management MCP server for AI agents. Connect Linear, GitHub, Jira, Asana to Claude & AI workflows with intelligent token optimization.

概要

Universal ticket management interface for AI agents with MCP (Model Context Protocol) support. - : Simplified to Epic, Task, and Comment types - : Support for JIRA, Linear, GitHub Issues, and AI-Trackdown - : Native support for AI agent interactions - : Smart caching and async operations - : Beautiful terminal interface with colors and tables - : Built-in state transitions with validation - : Full-text search with multiple filters - : Parent issue lookup and filtered sub-issue retrieval - : Dedicated assignment tool with URL support and audit trails - : Intelligent label organization, deduplication, and cleanup with fuzzy matching - : Upload, list, and manage ticket attachments (AITrackdown adapter) - : Customize ticket writing guidelines for your team - : Detect duplicate tickets, identify stale work, and find orphaned tickets - : Available on PyPI with simple pip install - : Automatic adapter dependency detection and installation - : 70% token reduction for AI agent ticket list...

README

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MCP Ticketer

Universal ticket management interface for AI agents with MCP (Model Context Protocol) support.

🚀 Features

🎯 Universal Ticket Model: Simplified to Epic, Task, and Comment types
🔌 Multiple Adapters: Support for JIRA, Linear, GitHub Issues, and AI-Trackdown
🤖 MCP Integration: Native support for AI agent interactions
⚡ High Performance: Smart caching and async operations
🎨 Rich CLI: Beautiful terminal interface with colors and tables
📊 State Machine: Built-in state transitions with validation
🔍 Advanced Search: Full-text search with multiple filters
🔗 Hierarchy Navigation: Parent issue lookup and filtered sub-issue retrieval
👤 Smart Assignment: Dedicated assignment tool with URL support and audit trails
🏷️ Label Management: Intelligent label organization, deduplication, and cleanup with fuzzy matching
📎 File Attachments: Upload, list, and manage ticket attachments (AITrackdown adapter)
📝 Custom Instructions: Customize ticket writing guidelines for your team
🔬 PM Monitoring Tools: Detect duplicate tickets, identify stale work, and find orphaned tickets
📦 Easy Installation: Available on PyPI with simple pip install
🚀 Auto-Dependency Install: Automatic adapter dependency detection and installation
💾 Compact Mode: 70% token reduction for AI agent ticket list queries (v0.15.0+)

⚡ Token Efficiency

MCP Ticketer is optimized for AI agent usage with built-in token management:

20k Token Limit: All tool responses stay under 20,000 tokens
Automatic Pagination: Tools that could exceed limits support pagination
Compact Mode: Minimal responses (15 tokens vs 185 per ticket)
Progressive Disclosure: Summary first, details on demand

See 📄 Token Pagination section below for quick start, or docs/user-docs/features/TOKEN_PAGINATION.md for detailed technical guide.

📦 Installation

From PyPI (Recommended)

GitHub で README 全文を見る

インストール

This server does not publish a one-line install command.

Open the repository installation guide MCP 初心者？mcpskill.org のガイドから始めましょう →

設定

{
  "mcpServers": {
    "mcp-ticketer": {
      "command": "/path/to/venv/bin/python",
      "args": ["-m", "mcp_ticketer.mcp.server"],
      "env": {
        "MCP_TICKETER_ADAPTER": "linear",
        "LINEAR_API_KEY": "your_key_here"
      }
    }
  }
}