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maintenancePrevents premature AI coding by transforming vague product ideas into structured specifications, architecture decisions, and acceptance criteria through a series of interrogation and compilation tools.
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MIT
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"Generating a series of images using MCP from a sample image" matching MCP servers:
- AlicenseNot gradedqualityDmaintenanceEnables interaction with Posthog through a standardized MCP interface, providing access to Posthog's tools and services for analytics and product management.MIT
- FlicenseNot gradedqualityBmaintenanceAn MCP server for analyzing creative ideas through a series of diagnostic tools, designed for prototyping and submission to PlayMCP.
- AlicenseAqualityCmaintenanceA Python-based MCP server that enables AI agents to query the Microsoft 365 Roadmap programmatically.11MIT
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.2141623MIT- AlicenseAqualityAmaintenanceEnables AI assistants to identify and quantify value leaks in organizations using Melt's methodology, providing structured estimates instead of generic vendor lists.398MIT
- AlicenseAqualityDmaintenanceProvides a comprehensive creative thinking tool with methods like structured process, perspective shift, and constraint-based innovation to enhance divergent thinking.13MIT
- AlicenseAqualityBmaintenanceFeedback collection for AI agents. Create surveys from JSON schema, collect responses from groups of people, and retrieve structured results.51MIT
- AlicenseAqualityCmaintenanceAn MCP server that reads a team's interviews, tickets, and docs to build a model of the product, exposing tools to ask questions, list contradictions and gaps, and draft documents, with all answers citing their source fragments.68MIT
- AlicenseAqualityCmaintenanceA local MCP server that gives AI agents read access to Roblox experience analytics via the Open Cloud API, exposing 168 metrics and analysis tools for retention, engagement, monetization, and more.19MIT
- FlicenseAqualityDmaintenanceA Python MCP server that gives Claude access to PM workflow data such as sprints, roadmap, blockers, and workload, using synthetic fixture data (no API keys required) and can be forked for real Linear/Jira integration.7
- AlicenseAqualityAmaintenanceAn MCP server for Capacities API 2.0 that enables AI agents to discover, create, read, update, and delete objects, blocks, and daily notes with structured JSON or Markdown, using personal API tokens.2181012MIT
- AlicenseAqualityDmaintenanceValidates startup ideas with a deterministic scorecard, evidence brief, and verdict before code is written, integrating with MCP-aware build agents to avoid building dead-on-arrival products.119MIT
- 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
decisio-mcp-serverofficial
FlicenseAqualityDmaintenanceEnables AI assistants to perform structured decision-making using the Analytic Hierarchy Process (AHP), allowing users to define criteria, compare options pairwise, and calculate ranked results with consistency validation.6- FlicenseAqualityBmaintenanceProvides market-intelligence tools for researching AI employee opportunities across Egypt, Saudi Arabia, and UAE using Meta ads evidence, with capabilities for competitor analysis, comparison, and evidence retrieval.7
- AlicenseAqualityAmaintenanceProvides a transparent, deterministic multi-criteria decision analysis engine that ranks options against weighted criteria with exact, explainable results.6MIT
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.620MIT- AlicenseAqualityAmaintenanceA deterministic what-if scenario simulation MCP server that projects business metrics over time with exact decimal arithmetic, offering sensitivity analysis and break-even solving.6MIT
- AlicenseAqualityCmaintenancere-backlog idea management with decision tracking, signal aggregation, and RICE scoring. Captures product feedback from Slack, Teams, Discord, and GitHub181MIT