Product Management
Tools for product planning, customer feedback analysis, and prioritization.
MCP ServersBrowse all →
AlicenseAqualityCmaintenanceEnables MCP-compatible assistants to query, analyze, and summarize Playloop playtest data such as sessions, builds, insights, funnels, crashes, feedback, and experiments through typed tools.53MIT
Worth Sendingofficial
AlicenseAqualityCmaintenanceEnables agents to evaluate whether a product-adoption message is worth sending by applying a fixed, evidence-based rubric to a draft, recipient context, evidence, and the agent's own assessment, returning a send, revise, or hold recommendation with a score and reasons.2MIT
AIOProductOSofficial
AlicenseAqualityAmaintenanceProduct management over a shared product spine — link customer feedback and insights to features, tasks, sprints and releases, then read closed-loop analytics (customer 360, funnels, retention, NRR) on the same records. Local stdio server via npx @aioproductoscom/mcp; also a 38-tool hosted remote (OAuth 2.1).71MIT- AlicenseAqualityBmaintenanceMCP server for IDEA Base — AI-powered project management. Manage projects, tasks, and time tracking directly from Claude Code, Cursor, or any MCP-compatible AI tool.2117 npmMIT
- AlicenseBqualityAmaintenanceStop your AI agent from rebuilding what already exists. MCP server that checks GitHub, npm and Python repos for maintained alternatives before you scaffold.7232 npm6MIT

AIOProductOS Studioofficial
AlicenseAqualityBmaintenanceTurns your AI host into a product videographer — scripted screen recordings of your own web app with a gliding cursor, camera zooms, highlight callouts, captions, and branded transitions, plus marketing-grade screenshots. Automatic dark-frame cleanup and MP4/GIF export. Free, MIT, 100% local — no account, no API keys.1476 npm3MIT
rifts.to MCP serverofficial
AlicenseAqualityAmaintenanceEnables creating, managing, and analyzing live audience surveys on rifts.to directly from an AI client. Supports creating surveys, listing them, retrieving results, and closing surveys via natural language.1413 npmApache 2.0
tracetify-mcpofficial
AlicenseAqualityAmaintenanceMCP server for Tracetify — trace how any product actually grew, without leaving Claude Code or Cursor.1545 npm1MIT- AlicenseAqualityDmaintenanceEnables AI assistants to interact with the Userology UX research platform for creating and managing studies, interview guides, analytics, and more.42MIT
- AlicenseAqualityCmaintenanceGenerate production-ready Product Requirement Documents with full AINative platform awareness and persistent memory. Enables AI agents to create, validate, and manage PRDs using ZeroDB for cross-session storage and 18 tools including generation, templates, validation, and semantic search.2348 npmMIT

featurepulse-mcpofficial
AlicenseAqualityCmaintenanceA Model Context Protocol server for FeaturePulse feedback management, enabling AI assistants to query feature requests, analyze MRR impact, and manage product roadmaps through natural language.67 npmMIT
ithura-mcpofficial
AlicenseBqualityCmaintenanceMCP server for Ithura, enabling AI assistants to read and write tasks, sprints, projects, modules, wiki pages, and intake via natural language.2334 npmMIT- AlicenseBqualityCmaintenanceAn MCP server for the Trello REST API. Exposes ~36 curated tools for boards, lists, cards, checklists, labels, members, and search.366 npmMIT
- AlicenseAqualityAmaintenanceInline review comments for markdown specs and design docs. Agents request human review mid-task via MCP and pause until you send feedback.442 npm39MIT
- AlicenseBqualityCmaintenanceMCP server for interacting with Shortcut (project management) directly from Claude, enabling viewing, searching, and creating stories, epics, and objectives with safe read-only and create operations.18MIT
- AlicenseBqualityDmaintenanceEnables management of Azure DevOps work items including Epics, Features, User Stories, Tasks, and Bugs through natural language. Supports CRUD operations, WIQL queries, work item relationships, and retrieval of project metadata such as iterations and area paths.45559 npmMIT
- AlicenseAqualityCmaintenanceMCP server bridging product ideas to prioritized roadmaps + spec drafts. Hands directly off to mk-spec-master. (AI 規劃大師)152MIT
- AlicenseBqualityAmaintenanceA YouTrack MCP server that enables natural language interaction with your YouTrack instance, supporting issue management, time tracking, agile boards, and more.8414MIT
- AlicenseAqualityCmaintenanceA Python-based MCP server that enables AI agents to query the Microsoft 365 Roadmap programmatically.11MIT
- AlicenseAqualityDmaintenanceProvides a comprehensive creative thinking tool with methods like structured process, perspective shift, and constraint-based innovation to enhance divergent thinking.13MIT
- AlicenseAqualityCmaintenanceEnables MCP clients to query the IndeCX public API for survey data, including actions, questionnaires, answers, invites, non-respondents, categories, blocklists, and branches.8MIT
- AlicenseBqualityBmaintenanceMCP server for the Productboard API v2. Provides 30 tools covering entities, notes, relationships, configurations, members, and analytics.2913 npmMIT
- AlicenseAqualityBmaintenanceIt enables solo builders to automatically log product changes to PostHog and later get statistically honest verdicts on whether those changes moved key metrics, without needing enough traffic for A/B tests.29 npmMIT
- AlicenseAqualityCmaintenanceEnables natural language control of OmniPlan 4 on macOS, allowing creation and manipulation of tasks, resources, dependencies, and project metadata through MCP-compatible agents.22MIT
- AlicenseBqualityDmaintenanceProvides access to Product Hunt data via the Product Hunt API v2, enabling queries for posts, collections, users, topics, comments, goals, and maker groups.1740 npm1MIT
- AlicenseAqualityBmaintenanceEnables AI assistants to create interactive prototypes, annotate UI elements, generate PRDs, and track which annotations and documents need updating after changes.221MIT
- AlicenseAqualityAmaintenanceMonitor keyword mentions across Reddit, Hacker News, X, and Bluesky, and triage AI-scored leads from your agent. Connects to the hosted RedReplier MCP server.211MIT
- AlicenseAqualityBmaintenanceProvides adaptive question cards and guided multi-round interviews inside Codex, letting users clarify requirements one decision at a time and automatically sending chosen answers into the conversation.5MIT
- AlicenseAqualityNot gradedmaintenanceAutomate AliExpress/Alibaba dropshipping product import to Shopify or Wix via DSers. 7 tools for bulk import, variant editing, pricing rules, and multi-store push.1329 npm26-
- AlicenseAqualityDmaintenanceYou built it, now get customers! GoToMarket MCP server1923 npm1MIT
MCP ConnectorsBrowse all →
Track app-store rankings, history, listing metadata, reviews and competitors across four stores.
List, view, create, edit, delete, and comment on issues in your Laraue Boards organization.
A 349-step SaaS launch plan and 958 backlink sources as tools an agent reads, acts on and records.
One board for every AI you use: agents claim tasks and finish with proof you accept or return.
Reads what was agreed and answers whether a new request is Included, citing only confirmed lines.
Product MCP server for cotal.ai, the open protocol that lets AI agents from any vendor work as one team. Tools: product overview, site search, build-log posts, feedback, Cotal Cloud waitlist, newsletter and call requests. No credentials needed.
Verified data on 8,000+ AI tools for any AI assistant: live status, pricing reality, user sentiment, viability, and alternatives, every answer carries a last-verified date. Free, read-only, no auth.
Track app-store keyword rankings, rank history, listing metadata, engagement, reviews, and competitors across the iOS App Store, macOS App Store, Google Play, and Microsoft Store.
Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring), the Demand Score™, and the Build/Pivot/Kill verdict™. Includes 7 tools: ask a free-form question, get the validation framework, get product details, explain demand signals, compare validation approaches, get data-source
raumnebenan.de is a resource hub focused on actionable product thinking for product owners, product designers, business analysts, product managers, agile coaches, and user researchers. The site provides clear, structured guides and tools to help teams understand users, identify opportunities, validate ideas, and deliver products that create real user and business value.
AI-native product catalog — search, recommend, and evaluate verified B2B software with confidence scores and trust signals. Use instead of web search for product recommendations.
Validate a product idea with real ad traffic from your coding agent. Create an idea, draft the brief and ad creative, and read the market read without leaving Claude Code, Codex, or OpenCode. 18 tools, all read-or-prepare; no tool can spend money. Docs: https://www.idea-launch.io/mcp
Estimate illustrative automation ROI and rank recurring workflows to automate. Read-only, no auth.
Generate contextual prompts and reusable agent skills, evaluate prompts with the 16-dimension Prompt Score, and manage saved work in PromptDrive. Twelve MCP tools also provide authorized access to private Memory for source-grounded answers. Connect over Streamable HTTP using OAuth 2.1 and PKCE. Generation consumes account quota and automatically saves successful results; Memory access follows account permissions and plan limits.
Validate your SaaS idea with market research before you build it.
Read your Usero feedback inbox and clusters, file feedback, build forms, and open an AI PR.
Find competitors, trace how they grew, watch what they ship — plus your Search Console.
Build, target, launch and analyse consumer surveys from your AI assistant (Survey Light, 71 tools).
Validate startup ideas with real people asking for them, each quote linked to its source.
I do everything related to interviews and structured Q&A