Best pandas MCP Servers
pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working with structured data both easy and intuitive.
Why this server?
Supports pandas dataframes as an input format for graph visualization, allowing transformation of tabular data into interactive network visualizations.
AlicenseAqualityCmaintenanceGPU-accelerated graph visualization and analytics server for Large Language Models that integrates with Model Control Protocol (MCP), enabling AI assistants to visualize and analyze complex network data.Last updated17911MITWhy this server?
Facilitates data loading and analysis through pandas DataFrames, supporting local and remote datasets for visualization in Vizro dashboards
Why this server?
Provides integration with pandas for data analysis, allowing users to prepare tabular data for pattern discovery while excluding pandas-based operations like summary statistics, visualization, and filtering from the discovery process.
AlicenseAqualityCmaintenanceSuperhuman data-driven science. Allows agents to upload any tabular dataset, specify a target column, and get validated predictive patterns (with p-values, effect sizes, and context from literature) that surface feature interactions and subgroup effects you'd otherwise miss. Many discoveries already made, free for open data!Last updated6146MITWhy this server?
Supported as an optional dependency when running Python code through the run-python-code tool

Dumpling AI MCP Serverofficial
AlicenseCqualityCmaintenanceIntegrates with Dumpling AI to provide data scraping, content processing, knowledge management, and code execution capabilities through tools for web interactions, document handling, and AI services.Last updated274930Why this server?
Supports advanced data analysis and manipulation by allowing the use of the pandas library within the server's Python execution environment.
AlicenseBqualityCmaintenanceEnables processing of Excel, Word, and PDF documents through reading, writing, and metadata extraction. It leverages a secure Pyodide WebAssembly environment to handle document parsing with support for paginated results.Last updated481MITWhy this server?
Offers documentation search for Pandas data manipulation and analysis library
AlicenseBqualityBmaintenanceA Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.Last updated238MITWhy this server?
Enables interaction with pandas dataframes when querying and analyzing datasets from Foundry
AlicenseBqualityCmaintenanceAn MCP server that allows AI assistants to interact with Foundry datasets, ontology objects, and functions through natural language queries and commands.Last updated510MITWhy this server?
Supports data processing workflows using pandas DataFrames through the `squire data` command for jobs involving CSV and tabular data transformations.
AlicenseAquality-maintenanceRemote runtimes for validation and offload jobs.Last updated162Why this server?
Leverages pandas for data manipulation and analysis of Formula One data, including race results, telemetry, and driver statistics.
AlicenseAqualityCmaintenanceThis project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.Last updated82MIT