Product management MCP servers

A server here product roadmaps, feature requests or product decisions.

Not here: project scheduling.

565servers
409 remote156 localTagged by Odel's AI, which can make mistakes
By GitHub stars, at most two per publisher
  1. Number 1: PostHog MCP Server@posthog/mcpOfficial PostHog MCP Server for product analytics, feature flags, experiments, and more.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.40,208 GitHub stars.
  2. Number 2: Idea Reality@mnemox-ai/idea-reality-mcpPre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.822 GitHub stars.
  3. Number 3: AsDecided@asdecided/coreRead-only access to deterministic engineering decisions stored in a local repository.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.296 GitHub stars.

Best fit

220 made for this, ranked by starsRemoteLocal
  1. Reddit research @king-of-the-grackles/reddit-research-mcpTurn Reddit's chaos into structured insights with full citations - MCP server for Reddit research5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.254 GitHub stars.
  2. Alive Analysis @with-geun/alive-analysisQuery alive-analysis history from any AI client. Tools: list, get, search, dashboard export.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.41 GitHub stars.
  3. Linksee Memory @michielinksee/linksee-memoryHand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.14 GitHub stars.
  4. Nauro @nauro/nauroDecision system for software built with AI3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.11 GitHub stars.
  5. Lockstep @lockstep-team-agent/lockstepDecision memory for AI coding agents: captures decisions once, briefs every agent before it acts.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.10 GitHub stars.
  6. Weckr @useweckr/weckrAsk which of your customers cost more in LLM calls than they pay, per user and per feature.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.8 GitHub stars.
  7. Convalytics @dan-cleary/convalyticsRead-only analytics for Convex apps, queryable via MCP from Claude, Cursor, and other clients.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.7 GitHub stars.
  8. BestPrice @bestprice/mcpRead-only shopping decisions, product search, offers, and price history for Greece.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.6 GitHub stars.
  9. Aha.io @cedricziel/aha-mcpSearch, read and update Aha.io ideas, features, epics, releases, goals and comments5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.6 GitHub stars.
  10. Product CLI @hafeok/product-cliKnowledge graph CLI for managing features, ADRs, and test criteria as MCP-discoverable artifacts.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.6 GitHub stars.
  11. Usercall @usercall/mcpGive your AI agents the ability to ask real users why.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.5 GitHub stars.
  12. Tribeunal @tribeunal/mcpCommunity jury platform where humans and AI agents open cases, weigh evidence and vote. 50 tools.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.5 GitHub stars.
  13. PRD Spec Generator @cdeust/prd-spec-generatorTurns a feature description into a verified 9-file PRD — multi-judge consensus, 17 MCP tools.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.5 GitHub stars.
  14. Human Standards @aklodhi98/human-standardsRead-only Human Standards guidance for accessible, usable interface design.2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  15. Minds: Synthetic Market Research Panels @getminds/mindsRun AI market research: synthetic customer panels for concept testing, message testing, segments.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.4 GitHub stars.
  16. AppMetrica @pavellunev/appmetrica-mcpAppMetrica (Yandex) analytics: reports, funnels, segments, dashboards, logs export, pushNot assessed yet.Runs on your machine, installed from npm.3 GitHub stars.
  17. ScreensDesign @screensdesign/screensdesignResearch mobile apps, onboarding, paywalls, and competitors with real screens, flows, and reviews.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.3 GitHub stars.
  18. Mind the Product @mindtheproduct/knowledgeSearch 15 years of Mind the Product writing, talks and podcasts, plus live events and PM jobs.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.3 GitHub stars.
  19. App Store Operator @meyusufdemirci/app-store-operatorFree App Store competitive intelligence for Claude — rival downloads, revenue, and ASO keywords.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  20. Pathmodeio MCP @pathmodeio/mcp-serverDeterministic intent preflight before your agent builds: six gates, keyless, no model call.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  21. ProductPlan MCP Server @olgasafonova/productplan-mcp-serverTalk to roadmaps with AI. Query and manage bars, OKRs, ideas, and launches.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.3 GitHub stars.

Also touches on Product management

334 where it is one part of a bigger job