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"Searching for technologies and tools related to embeddings and vector databases" matching MCP servers:

  • openproject-mcp-and-skills

    chien334
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server enabling AI agents to interact with OpenProject API v3 for project management, including creating and managing work packages, projects, comments, time entries, boards, and user dashboards.
    15
    MIT

  • K4G Application Triage MCP

    Sandypaluk
    F
    license
    A
    quality
    Not graded
    maintenance
    An MCP server for accelerator programs to query, review, and manage startup applications via natural language. It enables searching applications by sector or impact score, fetching full application details with reviewer notes, listing pending reviews, and flagging applications for panel discussion.
    4

  • Taiga MCP Server

    negoro26
    F
    license
    A
    quality
    C
    maintenance
    MCP server for Taiga project management, enabling LLM clients to inspect and manage projects, work items, sprints, comments, attachments, and wiki pages via 6 op-dispatching tools.
    6

  • roblox-analytics-mcp

    Haydebug
    A
    license
    A
    quality
    C
    maintenance
    A 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.
    19
    MIT

  • craft-gtm-mcp

    shashwatgtm
    A
    license
    A
    quality
    C
    maintenance
    8 strategic GTM execution tools for founders, CMOs, and strategy leaders covering PMF assessment, launch planning, customer research, retention, partner programs, crisis management, and competitive intelligence.
    8
    48
    MIT

  • 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

  • kontra-mcp

    bluwork
    A
    license
    A
    quality
    D
    maintenance
    Enables users to stress-test decisions and plans with structured contrarian analysis, surfacing blind spots, hidden assumptions, and failure scenarios through multiple modes such as counter, probe, redteam, and premortem.
    1
    58
    2
    Apache 2.0
  • 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

  • Lalaleap MCP Server

    kuraki5336
    F
    license
    A
    quality
    C
    maintenance
    An MCP server that enables AI tools to interact with the Lalaleap project management system using natural language, allowing creation and management of requirements, bugs, todos, and projects.
    15

  • shortcut-mcp

    idyll
    A
    license
    B
    quality
    D
    maintenance
    MCP 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.
    18
    MIT
  • Atono MCP Server by atono-io

    Atono MCP Serverofficial

    atono-io
    A
    license
    Not graded
    quality
    B
    maintenance
    Connects AI coding tools to an Atono workspace, offering 41 tools to read and write stories, bugs, epics, subtasks, acceptance criteria, timeboxes, glossary, and AI context so agents work with real product knowledge.
    Apache 2.0