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  • Databases MCP Server (Access

    Carltk
    A
    license
    -
    quality
    D
    maintenance
    Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.
    MIT

  • pizza-analytics

    ferrerj
    A
    license
    -
    quality
    C
    maintenance
    Exposes local DuckDB pizza sales data as MCP tools for querying store-level and total sales metrics via natural language, enabling local LLMs to perform real-time analytical queries.
    MIT

  • Stock Market Data and

    accelizero
    F
    license
    -
    quality
    D
    maintenance
    Provides stock market data and computes technical indicators like EMA, MACD, and RSI across multiple timeframes using the LongPort API and TA-Lib. It enables users to perform detailed financial analysis and multi-timeframe market reviews through standard MCP tools.

  • JSON Mapping & Context MCP

    Bablu-singh
    F
    license
    -
    quality
    D
    maintenance
    Enables schema-aware exploration of JSON data by uploading samples, flattening nested structures, and using heuristic search with token overlap and fuzzy matching to find field paths for target names, accelerating ETL and API onboarding workflows.

  • Hue MCP Server

    SpanishST
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with Hadoop Hue for executing SQL queries using Hive, SparkSQL, or Impala and managing HDFS files. It supports directory browsing, file transfers, and exporting query results to CSV through the Model Context Protocol.
    8
    1
    MIT

  • cerif-mcp

    adialaleal
    F
    license
    A
    quality
    C
    maintenance
    MCP server that provides AI assistants with tools to understand, validate, generate, and transform CERIF 1.6 research information, including entity browsing, XML validation, document building, and migration from CERIF 1.5.
    13

  • durable-mcp

    cshah26
    F
    license
    A
    quality
    B
    maintenance
    MCP server for Durable energy trading analytics that connects Claude Desktop to Snowflake data, enabling natural-language queries about spreads, constraints, generators, and prices.
    11

  • i3X-MCP-Server

    cesmii
    A
    license
    A
    quality
    C
    maintenance
    Bridges Claude (or any MCP client) to manufacturing data via the i3X standard, enabling natural language queries about equipment status, hierarchy, and historical trends.
    12
    10
    2
    MIT

  • PatSnap MCP Server

    KunihiroS
    A
    license
    A
    quality
    D
    maintenance
    Enables collection of patent-related information from PatSnap's API for trend analysis and reporting, providing tools for patent trends, word clouds, innovation wheels, and identification of top inventors, assignees, and litigated patents.
    10
    19
    7
    MIT

  • MCP Mix Server

    mlstudios-ai
    F
    license
    A
    quality
    -
    maintenance
    A tutorial implementation MCP server that enables analysis of CSV and Parquet files. Allows users to summarize data and query file information through natural language interactions.
    2

  • School MCP

    shengdynasty
    F
    license
    A
    quality
    D
    maintenance
    Enables natural language queries about grades, GPA, attendance, and schedules by connecting Claude to StudentVue school dashboards. Includes analytical tools for grade simulation, what-if scenarios, and academic performance tracking based on live school data.
    19

  • HackerNews MCP Server

    Traves-Theberge
    A
    license
    A
    quality
    D
    maintenance
    A server that enables AI assistants to access, analyze, and understand HackerNews content through standardized Model Context Protocol interfaces, providing tools for searching posts, analyzing users, and tracking trending topics.
    5
    8
    MIT

  • MCP Server RubyGems

    6
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that allows interaction with the RubyGems.org API to fetch metadata about Ruby packages, search gems, and explore dependencies and ownership information.
    6
    1
  • IBM watsonx.data MCP Server by IBM

    IBM watsonx.data MCP Serverofficial

    IBM
    A
    license
    B
    quality
    B
    maintenance
    Enables AI assistants to interact seamlessly with IBM watsonx.data lakehouses using natural language for operations like querying, catalog browsing, engine management, and data ingestion.
    39
    7
    Apache 2.0

  • Fantasy Premier League MCP

    rishijatia
    A
    license
    B
    quality
    A
    maintenance
    A Model Context Protocol server that provides access to Fantasy Premier League data, allowing users to compare players, find team information, view gameweek data, and get FPL-related advice through Claude for Desktop and other MCP-compatible clients.
    23
    74
    MIT