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  • xlsx-for-ai

    senoff
    A
    license
    A
    quality
    A
    maintenance
    50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.
    50
    376
    5
    MIT

  • Data Analytics MCP Toolkit

    ChenJellay
    F
    license
    B
    quality
    D
    maintenance
    An MCP server that provides data visualization and machine learning tools, featuring automated intent-based pipeline routing for data cleaning and model training. It enables LLMs to process CSV or JSON data to generate visual charts, perform regressions, or execute clustering analysis.
    16

  • ZenMoney MCP

    nonnname
    A
    license
    B
    quality
    A
    maintenance
    Read-only MCP server for ZenMoney that syncs financial data into memory and exposes it through tools and resources, enabling agentic analysis of transactions and spending patterns.
    10
    12
    MIT

  • ForexFactory MCP Server

    kjpou1
    A
    license
    B
    quality
    C
    maintenance
    Enables access to ForexFactory economic calendar data through MCP resources and tools. Supports retrieving economic events by time periods for integration with trading assistants and agentic workflows.
    1
    12
    MIT

  • DataWorks MCP Server

    aliyun
    A
    license
    C
    quality
    D
    maintenance
    A Model Context Protocol server that enables AI agents to interact with Alibaba Cloud DataWorks through standardized interfaces, allowing seamless management of DataWorks resources and operations via the DataWorks Open API.
    100
    144
    50
    Apache 2.0

  • Fusion MCP Server

    FallseF
    F
    license
    C
    quality
    D
    maintenance
    Enables AI to analyze and transform data using fusion algorithms with statistical, machine learning, or hybrid methods. Provides seamless data format conversion and enhanced analytical capabilities through the Model Context Protocol.
    2

  • Kafka MCP Enterprise Server

    vaquarkhan
    A
    license
    C
    quality
    B
    maintenance
    Reference implementation of KIP-1318, a secure Model Context Protocol server for Apache Kafka that enables AI agents to interact with Kafka clusters through governed tools and resources.
    11
    2
    Apache 2.0
  • Tableau MCP Server by tableau

    Tableau MCP Serverofficial

    tableau
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI applications to integrate with Tableau through tools, resources, and prompts for querying data, exploring content, and retrieving visualizations from Tableau workbooks and datasources.
    10,642
    322
    Apache 2.0
  • MOSTLY AI MCP Server by mostly-ai

    MOSTLY AI MCP Serverofficial

    mostly-ai
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables LLM agents to interact with the MOSTLY AI Platform for generating synthetic data, including training generators, managing data connectors, executing queries, and generating synthetic datasets with OAuth 2.1 authentication.
    2
    Apache 2.0
  • erp-mcp by prodline-ai

    erp-mcpofficial

    prodline-ai
    A
    license
    Not graded
    quality
    B
    maintenance
    Exposes ERP data (production orders, inventory, BOM, customers) to any MCP client through a backend-neutral interface, with a mock backend for testing.
    MIT
  • MCP Server for Apache Gravitino by datastrato

    MCP Server for Apacheofficial

    datastrato
    A
    license
    Not graded
    quality
    C
    maintenance
    A FastMCP integration server that provides access to Apache Gravitino metadata management APIs, allowing users to manage catalog/schema/table metadata, tags, and user-role information through a structured interface.
    23
    Apache 2.0

  • airflow-mcp-server

    MO-Umer977
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server for controlling Apache Airflow 3 via its REST API, enabling operations like DAG management, task monitoring, and more through natural language.
    MIT