#product-management

Ambix is your product team's shared strategic memory, served as a remote MCP server. It connects Claude (and any MCP client) to your Ambix workspace — strategy, initiatives, objectives, opportunities, journey stages, insights and decisions — as structured data your AI tools can reason over, so nothing is lost between sessions or when someone leaves. Work happens in your AI tools; the context lives in Ambix. Hosted at https://mcp.ambix.ai (Streamable HTTP, served at the root, OAuth via Auth0). Listed on the official MCP Registry as ai.ambix/ambix. Learn more at https://ambix.ai.

Feedjolt's MCP server gives AI agents and MCP clients programmatic access to your feedback boards, posts, comments, roadmap, and changelog. Read feature requests, triage and tag feedback, change post statuses, merge duplicates, and publish changelog entries straight from any MCP-compatible client. Built for startups and indie teams who run their feedback loop where they build. Streamable-HTTP transport, API-key auth.

Connect your AI assistant to Featuriq — the product feedback and roadmap tool for SaaS teams. Browse top feature requests, search feedback with natural language, update statuses, notify users when features ship, and manage your roadmap — all from your AI client. Authenticates via OAuth. No manual API key setup needed.

MCP server for VoteShip - manage feature requests, votes, roadmaps, and changelogs from any MCP client. 22 tools, 5 resources, 4 workflow prompts. Triage feedback, detect duplicates, plan sprints, and generate changelogs with AI

a mcp server to manage github project's functionality