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licenseB
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maintenanceAutomates Cole Medin's context engineering methodology to generate high-quality Product Requirements Prompts (PRPs) by analyzing existing codebases, asking contextual questions, and synthesizing insights.
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Matching MCP tools:
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io.github.The-Context-Company
com.llm-bus
io.github.aditya201551
app.era
"Understanding the Concept of LLM Context" matching MCP servers:
- 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
- AlicenseAqualityAmaintenanceEnables AI assistants to identify and quantify value leaks in organizations using Melt's methodology, providing structured estimates instead of generic vendor lists.3104MIT
- 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.610MIT
- 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
- AlicenseAqualityAmaintenanceAn opinionated MCP server for App Store Connect that provides 13 curated tools, slash-command workflows, and a Claude Skill to manage apps, reviews, sales, and pre-submission audits via natural language.411,235MIT
- 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.45904MIT
Dovetail MCP Serverofficial
Alicense-qualityCmaintenanceConnects AI tools to the Dovetail API, enabling them to interact with Dovetail features.2,5048MIT
Outset MCPofficial
Alicense-qualityCmaintenanceConnects AI agents to the Outset research platform for creating studies, managing recruitment, and querying results via the Model Context Protocol.MIT- Alicense-qualityBmaintenanceMCP server for managing Tokei pre-launch and waitlist campaigns, wrapping the Tokei v1 REST API. Enables querying pages, stats, leaderboards, signups, and performing write operations like cloning pages and uploading media through natural language.313MIT
- Alicense-qualityAmaintenanceMCP server for the Productboard API v2. Provides 30 tools covering entities, notes, relationships, configurations, members, and analytics.27MIT
- Alicense-qualityBmaintenanceA task-management MCP server that enforces strict gates on task states, WIP limits, and closing reasons, refusing operations that would leave the list ambiguous or rotting.MIT
- Flicense-qualityBmaintenanceA single source of truth for a product's state, roadmap, and deferred work, read and written equally by you and your AI agent via web dashboard and MCP.
- Alicense-qualityBmaintenanceEnables coding agents to access structured product context (decisions, goals, evidence) from meetings and tools, ensuring they build from actual product decisions.41MIT
- Alicense-qualityCmaintenanceA Model Context Protocol (MCP) server for Canny feedback management. Enables managing customer feedback, prioritizing features, and streamlining product development through natural language.28411Apache 2.0
- Alicense-qualityBmaintenanceAn MCP server that provides a drag-and-drop UI for prioritizing list items, allowing users to reorder items interactively and send the prioritized list back to the chat. It supports MCP Apps UI rendering and falls back to text instructions for hosts without UI support.MIT
Upvote.club — MCP Appsofficial
Flicense-qualityCmaintenanceProvides an MCP Apps interface to the Upvote Club API, enabling task management with an inline progress card UI in Claude.41- Alicense-qualityDmaintenanceEnables management of PMO entities such as actions, risks, issues, projects, deliverables, decisions, KPIs, and objectives through natural language from any MCP-compatible agent.143Server Side Public , v 1
- Alicense-qualityDmaintenanceEnables AI systems to generate detailed, well-structured Product Requirements Documents (PRDs) using various AI providers or templates through the Model Context Protocol.91MIT
