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MCP Servers for pandas

pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working with structured data both easy and intuitive.

View all MCP Servers

  • Why this server?

    Can fetch documentation for the pandas data analysis library in Python, as specifically referenced in the example queries.

    DocsFetcher MCP Server

    cdugo
    A
    security
    A
    license
    A
    quality
    Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.
    4
    3
    7
    JavaScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    The MCP server uses pandas for data manipulation and analysis of weather information.

    KNMI Weather MCP

    wolkwork
    A
    security
    A
    license
    A
    quality
    A FastMCP server that provides real-time weather data from KNMI weather stations, allowing users to access temperature, humidity, wind speed, and other weather metrics for any location in the Netherlands through natural language queries.
    4
    1
    Python
    MIT License
    • Apple

  • Why this server?

    Leverages pandas for high-quality processing of Excel files, supporting multi-worksheet handling and automated data type conversion.

    MCP Development Framework

    aigo666
    -
    security
    A
    license
    -
    quality
    A powerful Model Context Protocol framework that extends Cursor IDE with tools for web content retrieval, PDF processing, and Word document parsing.
    4
    Python
    MIT License
    • Linux
    • Apple

  • Why this server?

    Support for installing and using pandas in Python containers as demonstrated in examples

    Docker MCP Server

    zaycruz
    -
    security
    A
    license
    -
    quality
    Facilitates isolated code execution within Docker containers, enabling secure multi-language script execution and integration with language models like Claude via the Model Context Protocol.
    Python
    MIT License
    • Linux
    • Apple

  • Why this server?

    Leverages pandas for options data manipulation, strategy analysis, and financial metrics calculations

    OptionsFlow MCP Server

    twolven
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to analyze options chains, calculate Greeks, and evaluate basic options strategies through Yahoo Finance data.
    3
    Python
    MIT License
    • Apple
    • Linux

  • Why this server?

    Utilizes pandas for handling financial data frames, enabling efficient stock screening, filtering, and result organization

    StockScreen MCP Server

    twolven
    -
    security
    A
    license
    -
    quality
    Provides comprehensive stock screening capabilities through Yahoo Finance. Enables LLMs to screen stocks based on technical, fundamental, and options criteria, with support for watchlist management and result storage.
    11
    Python
    MIT License

  • Why this server?

    Mentioned as an optional dependency that can be included when deploying MCP servers

    FastMCP

    wanderingnature
    -
    security
    A
    license
    -
    quality
    FastMCP is a comprehensive MCP server allowing secure and standardized data and functionality exposure to LLM applications, offering resources, tools, and prompt management for efficient LLM interactions.
    2
    Python
    MIT License

  • Why this server?

    Optional dependency that can be specified when starting the MCP server.

    OpenAI MCP Server

    arthurcolle
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server implementation that enables connection between OpenAI APIs and MCP clients for coding assistance with features like CLI interaction, web API integration, and tool-based architecture.
    6
    Python
    • Linux
    • Apple

  • Why this server?

    The README mentions pandas as an optional dependency that can be specified for deployment and development.

    Neo4j MCP Server

    ujjalcal
    -
    security
    F
    license
    -
    quality
    An MCP server that enables graph database interactions with Neo4j, allowing users to access and manipulate graph data through natural language commands.
    Python

  • Why this server?

    Utilizes pandas as a prerequisite library, likely for data manipulation and analysis within the model execution context

    HANA Cloud MCP Server

    HatriGt
    -
    security
    F
    license
    -
    quality
    Enables integration between SAP HANA Cloud Database and Cursor IDE through the Model Context Protocol, providing standardized interfaces for managing ML models and execution contexts.
    Python
    • Linux
    • Apple

  • Why this server?

    Pandas is used for data manipulation and analysis within the server's technical analysis modules.

    MCP Trader Server

    wshobson
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    security
    F
    license
    -
    quality
    The MCP Trader Server conducts comprehensive technical analysis on stocks, offering insights into trends, momentum indicators, volatility metrics, and volume analysis to support stock trading decisions.
    15
    Python
    • Apple

  • Why this server?

    Mentioned as an example package that can be installed and used in the isolated containers for data manipulation.

    Sandbox MCP Server

    Tsuchijo
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    security
    F
    license
    -
    quality
    Provides isolated Docker environments for code execution, enabling users to create and manage containers, execute multi-language code, save and reproduce development environments, ensuring security and isolation.
    3
    Python
    • Apple