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"Kotlin RAG (Retrieval-Augmented Generation) implementation resources" matching MCP servers:

  • scholar-search

    MuliMuri
    F
    license
    A
    quality
    B
    maintenance
    Enables searching Google Scholar papers with year filtering, deduplication, and proxy support. Also provides paper detail retrieval, TF-IDF relevance analysis, and chart generation via MCP tools.
    4

  • gemini-diagram-mcp

    arunsanna
    A
    license
    A
    quality
    D
    maintenance
    MCP server for generating diagrams, charts, and visualizations using Gemini image generation on Vertex AI. Supports auto-detection of diagram types, multiple style modes, and iterative refinement.
    3
    16
    1
    MIT

  • analytics-mcp

    bhavya998
    A
    license
    A
    quality
    C
    maintenance
    A production-grade MCP server for enterprise sales analytics, enabling LLM clients to query, analyze, and visualize sales data from a SQLite database through structured tools, resources, and prompts.
    6
    MIT

  • Metabase MCP Plus

    schachan
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that enables AI assistants to query databases, execute SQL, and manage Metabase resources like dashboards, cards, and collections through natural language.
    22
    MIT

  • echart-mcp-view

    SpenserCai
    A
    license
    A
    quality
    B
    maintenance
    An MCP server for rendering common ECharts visualizations from structured tool arguments, exposing per-chart opener tools that map to independent HTML app resources.
    18
    15
    2
    MIT

  • @scom82/topvisor-mcp

    SCom-82
    A
    license
    A
    quality
    B
    maintenance
    An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking via the Topvisor API v2, enabling project management, keyword import, asynchronous position checks, and retrieval of history and SERP snapshots.
    17
    19
    MIT

  • Generative UI MCP

    op7418
    A
    license
    A
    quality
    D
    maintenance
    Provides AI models with structured design guidelines and system prompts for creating consistent, high-quality interactive visualizations like charts, diagrams, and mockups. It enables on-demand loading of UI specifications to optimize token usage while ensuring visually polished and functional widget generation.
    1
    22
    57
    MIT

  • wbgapi360

    MaykolMedrano
    A
    license
    A
    quality
    B
    maintenance
    MCP server for accessing World Bank data, enabling indicator search, data retrieval, country comparisons, trend analysis, rankings, and chart generation.
    6
    2
    MIT

  • spss-studio-mcp

    flupke91
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to drive IBM SPSS Statistics for statistical analysis and publication-quality chart generation through natural language, returning structured results and ensuring safe execution.
    51
    MIT

  • GeoAgent MCP Server

    sattarroudini
    A
    license
    Not graded
    quality
    C
    maintenance
    Exposes tools and resources for human-supervised geological modelling from borehole data, including validation, 3D implicit model construction with GemPy, and uncertainty analysis, with a deterministic audit trail.
    MIT

  • patent-agent

    iStoryOfSpring
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables conversational patent data analysis through a set of tools for trend analysis, clustering, word cloud generation, and more. Allows natural language queries to explore patent datasets with structured results and visualizations.
    1
    AGPL 3.0