PM Context

About

Product managers often struggle with constant context-switching and aggregating data from disparate tools to answer crucial questions. This server tackles that by exposing seven key PM workflow tools directly to AI agents like Claude. It allows agents to instantly retrieve data on sprint status, team blockers, individual workloads, roadmap progress, and sprint velocity, enabling them to answer complex, cross-cutting PM questions efficiently without manual data lookup or API keys (when using the provided synthetic data). It's designed to be easily extendable to connect with real Linear or Jira workspaces for production use.

Key Features

• Exposes 7 key PM workflow tools (sprints, roadmap, blockers, workload, velocity, etc.) to AI agents.
• Provides real-time insights into sprint progress, team workload, and project blockers.
• Supports connection to real Linear or Jira APIs via private forks for live data.
• 0 GitHub stars
• Runs locally without requiring API keys for demonstration using synthetic fixture data.
• Designed for easy integration with Claude Desktop and Claude CLI.

Use Cases

• Analyze team workload distribution and sprint velocity trends.
• Answer questions about the current sprint's status and completion.
• Identify team blockers and prioritize unblocking efforts.