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"Qdrant vector database and search engine" matching MCP servers:

  • Stats Engine MCP Server

    wzx11223344
    A
    license
    -
    quality
    B
    maintenance
    A statistical analysis MCP server offering 30 tools for descriptive statistics, hypothesis tests, regression, and time series, all returning Markdown reports with automatic interpretations to enable AI agents to perform comprehensive data analysis.
    MIT

  • MCP Database Server

    zerogon1203
    F
    license
    -
    quality
    D
    maintenance
    A secure multi-database MCP server supporting MySQL, PostgreSQL, and SQLite with read-only enforcement, SQL injection prevention, and tools for schema analysis, performance optimization, and visualization.
    4

  • 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

  • geoanalisis-mcp

    alexrobl
    A
    license
    A
    quality
    A
    maintenance
    Enables reading and analysis of vector spatial data through Claude Desktop, supporting formats like FileGDB, Shapefile, GeoJSON, and GeoPackage with tools for layer listing, schema inspection, field statistics, feature extraction, and interactive map rendering.
    8
    4
    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

  • mma-mcp

    siqiliu-tsinghua
    A
    license
    A
    quality
    F
    maintenance
    An MCP server that connects AI assistants to a local Wolfram Engine, enabling symbolic math, numerical analysis, and data visualization through Wolfram Language. It provides secure expression filtering, client authentication, and supports both local stdio and HTTP transports.
    2
    33
    MIT

  • Sales MCP Server

    pessini
    F
    license
    A
    quality
    C
    maintenance
    Enables users to query enterprise sales data from a local SQLite database and investigate anomalies through an inline dashboard with human-in-the-loop review buttons.
    3

  • viznoir

    kimimgo
    A
    license
    B
    quality
    A
    maintenance
    Viznoir empowers AI agents to directly analyze and visualize complex 3D scientific and engineering data in cinematic resolution using a fully headless VTK engine. It enables LLMs to seamlessly execute advanced physical analysis, 3D rendering, and generate publication-ready animations purely through natural language commands.
    23
    18
    MIT

  • @takeokunn/metabase-mcp

    takeokunn
    A
    license
    C
    quality
    B
    maintenance
    A Model Context Protocol server for Metabase that enables AI assistants to interact with Metabase instances, providing 418 tools across 58 categories for database, card, dashboard, collection, user, permissions, and more management.
    100
    23
    2
    MIT
  • urano-charts by uranotools

    urano-chartsofficial

    uranotools
    A
    license
    -
    quality
    C
    maintenance
    Provides advanced charting widgets (uPlot time series, ECharts box plots and parallel coordinates) for Urano Desktop/Cloud via MCP tools that build uiSpec JSON for rendering.
    MIT
  • Formester by formester

    Formesterofficial

    formester
    A
    license
    -
    quality
    C
    maintenance
    Give AI agents access to Formester form submissions. Read individual responses, search and filter across forms, write AI-generated insights back as custom fields, and process file attachments including PDFs and images.
    MIT