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"A guide for improving AI prompt output quality" matching MCP servers:

  • ai-furniture-hub

    ONE8943
    A
    license
    A
    quality
    D
    maintenance
    MCP server for AI agents providing 300 curated Japanese home & lifestyle products across 31 categories. Features mm-precision dimension search, related-item chains (1 product → 3-5 accessories), shelf+storage coordination, and Rakuten/Amazon affiliate links.
    15
    25
    1
    MIT
  • pruva-mcp by pruva-ai

    pruva-mcpofficial

    pruva-ai
    A
    license
    -
    quality
    B
    maintenance
    Remote MCP server for Pruva, enabling AI assistants to manage products, features, and documents over HTTPS with OAuth authentication.
    MIT
  • Outset MCP by Outset-AI

    Outset MCPofficial

    Outset-AI
    A
    license
    -
    quality
    C
    maintenance
    Connects AI agents to the Outset research platform for creating studies, managing recruitment, and querying results via the Model Context Protocol.
    MIT
  • Sunex Optics MCP Server by Sunex-AI

    Sunex Optics MCP Serverofficial

    Sunex-AI
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to search Sunex's lens and imager catalog using natural language queries. It provides tools for finding compatible lenses, sensor specifications, and product details through a public Model Context Protocol server.
    MIT

  • io.github.cdeust/prd-spec

    cdeust
    A
    license
    -
    quality
    A
    maintenance
    Generates structured, validated PRDs from feature descriptions via a staged reducer pipeline. Provides MCP tools for pipeline control, section/document validation, context budgeting, and failure-to-retrieval mapping.
    2
    MIT
  • featurepulse-mcp by featurepulse

    featurepulse-mcpofficial

    featurepulse
    A
    license
    A
    quality
    C
    maintenance
    A 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.
    6
    7
    MIT

  • impact-mcp

    shashwatgtm
    A
    license
    A
    quality
    D
    maintenance
    A hypothesis-driven B2B positioning engine with 8 tools for strategic positioning, competitive analysis, and go-to-market messaging.
    8
    36
    1
    MIT
  • goaltree by GOAL-T

    goaltreeofficial

    GOAL-T
    A
    license
    -
    quality
    B
    maintenance
    MCP server for GoalT, a multi-parent value-propagating goal graph. It enables building and querying goal trees, listing priorities, and opening a live dashboard that highlights the active goal during Claude Code sessions.
    Apache 2.0
  • featurejet-mcp by featurejet

    featurejet-mcpofficial

    featurejet
    A
    license
    -
    quality
    C
    maintenance
    Official MCP server for FeatureJet, enabling agents to read and act on customer feedback boards: list/search posts, file feature requests, and pull top-voted planned items.
    MIT

  • Storymapper

    TomAtAP
    A
    license
    -
    quality
    B
    maintenance
    A User Story Map and Kanban board that a human and an AI coding agent plan together in real time via MCP, with live bidirectional sync and governance enforcement.
    44
    1
    Apache 2.0

  • elm-mcp v2

    brettscharm
    A
    license
    -
    quality
    A
    maintenance
    A federated MCP server that combines IBM's engineering-ai-hub tools with its own authoring and orchestration tools for IBM ELM, enabling AI hosts to manage requirements, models, and compliance through a single interface.
    MIT

  • weft-mcp

    AndreiFinogeev
    A
    license
    -
    quality
    C
    maintenance
    Official MCP server for Weft, an agent-first Scrumban task manager. Gives AI agents 24 tools to manage tasks, sprints, and projects on your board, with OAuth 2.1 authentication and a hosted remote endpoint.
    MIT