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"A system for semantic search in code repositories" matching MCP servers:

  • @themelt/mcp-server

    omer907
    A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to identify and quantify value leaks in organizations using Melt's methodology, providing structured estimates instead of generic vendor lists.
    3
    104
    MIT

  • @trigvale/mcp

    sydacos-development
    A
    license
    A
    quality
    D
    maintenance
    Validates 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.
    1
    19
    MIT

  • loupe-mcp

    mohamed-ashraf-elsaed
    A
    license
    A
    quality
    A
    maintenance
    Turns product feedback pinned to a live UI into an actionable backlog for Claude Code — list comments, open one with its target element's HTML, computed styles and screenshot, and update its status.
    3
    52,100,476
    1
    MIT
  • AINative PRD Generator MCP Server by AINative-Studio

    AINative PRD Generator MCPofficial

    AINative-Studio
    A
    license
    A
    quality
    B
    maintenance
    Generate 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.
    23
    93
    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

  • posthog-mcp

    israpasos
    A
    license
    B
    quality
    D
    maintenance
    Enables interaction with PostHog analytics platform, allowing users to list projects, create annotations, and search insights through natural language in Claude Desktop.
    5
    MIT

  • PM-Copilot MCP

    Sumukhmg
    F
    license
    B
    quality
    C
    maintenance
    An AI-powered Product Management Operating System that provides tools for PRDs, user stories, prioritization, competitor analysis, roadmaps, KPIs, meeting notes, and product strategy via MCP clients.
    8
  • 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
  • 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

  • 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

  • todo-mcp-demo

    thienbanho
    A
    license
    -
    quality
    C
    maintenance
    A demo MCP server exposing an in-memory todo list via tools (add_task, list_tasks, complete_task), a resource, and a prompt, over both stdio and HTTP transports.
    1
    ISC

  • 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