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Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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  • MCP Server for Apache Airflow

    yangkyeongmo
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    Provides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health.
    Last updated -
    13
    72
    Python
    MIT License
    • Apple
    • Linux

  • Inoyu Apache Unomi MCP Server

    sergehuber
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    A Model Context Protocol server enabling Claude to maintain user context through Apache Unomi profile management.
    Last updated -
    2
    6
    JavaScript
    Apache 2.0
    • Apple

  • NL Analytics MCP Server for Apache Druid

    iunera
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    Natural Language Analytics MCP server for Apache Druid. With this enterprise ready server in Java, one can query Apache Druid by natural language queries. Furthermore, the complete management like data loading of the Time Series Database Druid can be done with natural language commands.
    Last updated -
    3
    Apache 2.0

  • MCP ECharts

    hustcc
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    Generates Apache ECharts diagrams and charts with AI dynamically, supporting all ECharts features and exporting to png, svg, and option formats.
    Last updated -
    17
    258
    35
    TypeScript
    MIT License
    • Apple

  • MCP Server for Apache Airflow

    tomnagengast
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    Provides integration with Apache Airflow's REST API, allowing AI assistants to programmatically interact with Airflow workflows, monitor DAG runs, and manage tasks.
    Last updated -
    JavaScript
    MIT License

  • MCP Server for Apache OpenDAL™

    Xuanwo
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    A Model Context Protocol server that provides seamless access to multiple storage services including S3, Azure Blob Storage, and Google Cloud Storage through Apache OpenDAL™.
    Last updated -
    3
    31
    Python
    Apache 2.0

  • MCP Server for Apache Gravitinoofficial

    datastrato
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    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.
    Last updated -
    18
    Python
    Apache 2.0

  • Doris MCP Serverofficial

    apache
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    Backend service implementing the Model Control Panel protocol that connects to Apache Doris databases, allowing users to execute SQL queries, manage metadata, and potentially leverage LLMs for tasks like natural language to SQL conversion.
    Last updated -
    8
    153
    Python
    Apache 2.0
    • Linux
    • Apple

  • mcp-timeplus

    timeplus-io
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    Integration with Timeplus, a database for streaming data, such as Apache Kafka/Pulsar
    Last updated -
    6
    10
    Python
    Apache 2.0
    • Apple

  • DolphinScheduler MCP Server

    ocean-zhc
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    security
    F
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    A Model Context Protocol server that allows AI agents to interact with Apache DolphinScheduler through a standardized protocol, enabling AI-driven workflow management.
    Last updated -
    13
    Python

  • AGE-MCP-Server

    rioriost
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    An MCP server that provides natural language interaction with Apache AGE graph databases, allowing users to query, visualize and manipulate graph data in PostgreSQL through Claude AI.
    Last updated -
    1
    Python
    MIT License
    • Apple

  • MCP Iceberg Catalog

    ahodroj
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    A Model Context Protocol server that provides a SQL interface for querying and managing Apache Iceberg tables through Claude desktop, allowing natural language interaction with Iceberg data lakes.
    Last updated -
    1
    6
    Python

  • SeaTunnel MCP Server

    ocean-zhc
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    A Model Context Protocol server that enables interaction with Apache SeaTunnel through LLM interfaces, allowing users to manage jobs, monitor system information, and configure connections through natural language.
    Last updated -
    21
    Python
    Apache 2.0
    • Linux
    • Apple

  • Kafka MCP Server

    pavanjava
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    Enables AI models to publish and consume messages from Apache Kafka topics through a standardized interface, making it easy to integrate Kafka messaging with LLM and agent applications.
    Last updated -
    14
    Python
    Apache 2.0
    • Linux
    • Apple

  • MCP Server Airflow Token

    nikhil-ganage
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    A Model Context Protocol server that wraps Apache Airflow's REST API with Bearer token authentication support, enabling AI assistants to interact with Airflow deployments including Astronomer Cloud.
    Last updated -
    1
    Python

  • IcebergMCP

    ryft-io
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    An MCP server that enables natural language interaction with Apache Iceberg data lakehouses, allowing users to query table metadata, schemas, and properties through Claude, Cursor, or other MCP clients.
    Last updated -
    5
    38
    Python
    Apache 2.0

  • Solr MCP

    allenday
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    A Python server that enables AI assistants to perform hybrid search queries against Apache Solr indexes through the Model Context Protocol, combining keyword precision with vector-based semantic understanding.
    Last updated -
    10
    Python
    MIT License
    • Linux
    • Apple

  • IoTDB MCP Server

    JackieTien97
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    A Model Context Protocol server that enables AI assistants to securely interact with Apache IoTDB databases through a controlled interface for listing tables, reading data, and executing SQL queries.
    Last updated -
    Python
    • Apple

  • Superset MCP Server

    LiusCraft
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    A Model Context Protocol server that enables large language models to interact with Apache Superset databases through REST API, supporting database queries, table lookups, field information retrieval, and SQL execution.
    Last updated -
    4
    4
    TypeScript

  • Superset MCP Integration

    aptro
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    MCP server enabling AI agents to programmatically connect to and control Apache Superset instances, allowing users to manage dashboards, charts, databases, datasets, and run SQL queries through natural language interactions.
    Last updated -
    69
    Python
    MIT License

  • Wanaku MCP Server

    wanaku-ai
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    The Wanaku MCP Router stands between autonomous AI agents and your enterprise systems. Wanaku leverages proven integration technology, like Apache Camel, to set up and manage hundreds or thousands of integrations.
    Last updated -
    79
    Apache 2.0

  • CloudStack MCP Server

    phantosmax
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    A high-performance server that enables integration between Apache CloudStack infrastructure and AI assistants through the Model Context Protocol, providing comprehensive tools for managing virtual machines, storage, networking, and other cloud resources.
    Last updated -
    45
    6
    TypeScript
    MIT License

  • mcp-jina-ai

    JoeBuildsStuff
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    An MCP server that provides access to Jina AI's powerful web services (page reading, web search, fact checking) through Claude.
    Last updated -
    3
    558
    28
    JavaScript
    MIT License
    • Apple

  • Jina AI MCP Server

    Sheshiyer
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    Enables semantic search, image search, and cross-modal search functionalities through integration with Jina AI's neural search capabilities.
    Last updated -
    3
    JavaScript
    MIT License

  • Jina Free MCP

    ubuygold
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    A Managed Component Provider that enables fetching webpage content using Jina AI's reader service.
    Last updated -
    TypeScript