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?
Facilitates data loading and analysis through pandas DataFrames, supporting local and remote datasets for visualization in Vizro dashboards
Why this server?
Supports pandas dataframes as an input format for graph visualization, allowing transformation of tabular data into interactive network visualizations.
Graphistry MCPofficial
AlicenseAqualityFmaintenanceGPU-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 updated172311MITWhy this server?
Provides comprehensive CSV data manipulation capabilities including filtering, cleaning, statistical analysis, and transformation operations using pandas as the core data processing engine
AlicenseBqualityCmaintenanceComprehensive CSV processing MCP server with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ filesLast updated3923MITWhy 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 updated272230MITWhy this server?
Supports advanced data analysis and manipulation by allowing the use of the pandas library within the server's Python execution environment.
AlicenseBqualityDmaintenanceEnables 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 updated4341MITWhy 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?
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 updated82MITWhy this server?
Used for data manipulation and analysis of Formula One statistics, handling structured data from race results, lap times, and other performance metrics.
AlicenseAqualityCmaintenanceProvides Formula One data and statistics through a Model Context Protocol interface, allowing users to access race calendars, session results, driver statistics, telemetry data, and championship standings.Last updated811MIT
