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A service or tool for assistance with data science tasks: data analysis, reporting, and building pipelines

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  • Why this server?

    Offers capabilities to interact with file systems, databases, and GitHub repositories, all valuable for data analysis and pipeline creation.

    MCP Toolkit

    zxfgds
    -
    security
    F
    license
    -
    quality
    A comprehensive Model Context Protocol server implementation that enables AI assistants to interact with file systems, databases, GitHub repositories, web resources, and system tools while maintaining security and control.
    16
    TypeScript

  • Why this server?

    Enables access to GitHub repositories, crucial for accessing code, data, and project structures relevant to data science tasks and potentially for integrating Airflow/MLflow configurations.

    GitHub Repository MCP Server

    shanksxz
    -
    security
    F
    license
    -
    quality
    Enables AI models to access GitHub repository contents as context, with features to fetch entire repositories, specific file contents, and repository structures for use in AI interactions.
    JavaScript
    • Linux
    • Apple

  • Why this server?

    Facilitates the generation of scripts based on specified topics and keywords which can be helpful in automating data analysis and report generation.

    Script Generator MCP Server

    Pratik-Kumar-Cse
    -
    security
    F
    license
    -
    quality
    An MCP server that enables generating scripts based on specified topics and keywords, while also providing functionality to store and summarize notes.
    Python
    • Apple

  • Why this server?

    Enables data extraction from unstructured web data, which can be useful for gathering external data for data analysis tasks.

    AgentQL MCP Server

    tinyfish-io
    Verified
    A
    security
    A
    license
    A
    quality
    A server that provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured web
    1
    183
    28
    JavaScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    Allows querying and interacting with Kubernetes environments monitored by Metoro, providing insights into APM, metrics, and traces, potentially beneficial for monitoring data pipelines and MLflow deployments.

    metoro-mcp-serverofficial

    metoro-io
    -
    security
    A
    license
    -
    quality
    Query and interact with kubernetes environments monitored by Metoro. Look at APM, metrics, traces, profiling information with LLMs.
    31
    Go
    MIT License

  • Why this server?

    Enables interaction with Prefect's workflow automation platform, which is beneficial for managing and orchestrating data pipelines.

    Prefect MCP Server

    allen-munsch
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that allows AI assistants to interact with Prefect's workflow automation platform through natural language, enabling users to manage flows, deployments, tasks, and other Prefect resources via conversational commands.
    4
    Python

  • Why this server?

    Provides read-only access to MySQL databases, allowing inspection of database schemas and execution of read-only queries for data analysis.

    MCP Server for MySQL

    zhaoxin34
    Verified
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server providing read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries.
    1,219
    TypeScript
    MIT License
    • Linux
    • Apple

  • Why this server?

    Enables interaction with Couchbase databases, supporting querying and CRUD operations which can be useful for managing data used in data science tasks.

    Couchbase MCP Server for LLMs

    Aniket310101
    Verified
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables large language models to interact directly with Couchbase databases through natural language, supporting operations like querying buckets, performing CRUD operations, and executing N1QL queries.
    1,021
    4
    TypeScript
    • Apple

  • Why this server?

    Enables natural language interactions with Couchbase databases, allowing users to perform SQL++ queries on Couchbase Capella clusters for data analysis.

    Couchbase MCP Server

    hummusonrails
    -
    security
    A
    license
    -
    quality
    A server that enables natural language interactions with Couchbase databases through the Model Context Protocol, allowing users to perform SQL++ queries on Couchbase Capella clusters using conversational commands.
    JavaScript
    MIT License