PM Copilot

About

PM Copilot is an MCP server designed to streamline product decision-making by intelligently processing customer feedback. It analyzes qualitative signals like support tickets from HelpScout and feature requests from ProductLift, identifying convergent themes and scoring them with a weighted formula. This tool goes beyond simple data access, employing a robust methodology based on years of product management experience to prioritize issues. It integrates seamlessly with other MCP servers via `kpi_context`, allowing product plans to be informed by quantitative business metrics from sources like Metabase or Google Analytics, and features built-in PII scrubbing to ensure customer data privacy during analysis.

Key Features

• Composability with other MCP servers to integrate business metrics via `kpi_context`
• Automatic PII scrubbing (SSNs, credit cards, emails, phone numbers) before LLM analysis
• Generates prioritized product plans with evidence, customer quotes, and methodology overrides
• Triangulates customer support tickets and feature requests to find convergent themes
• Incorporates an opinionated product management methodology for priority scoring
• 0 GitHub stars

Use Cases

• Prioritizing product features and bug fixes based on a holistic view of customer feedback
• Integrating qualitative customer signals with quantitative business metrics to refine product roadmaps
• Auditing data sent to LLMs for analysis with PII scrubbing and preview modes