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.
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 updated17811MITWhy this server?
Facilitates data loading and analysis through pandas DataFrames, supporting local and remote datasets for visualization in Vizro dashboards
Why this server?
Provides a pandas-like API and zero-copy DataFrame querying, enabling SQL queries on pandas DataFrames.
Why this server?
Enables data analysis and manipulation including pivot tables, statistical analysis, and correlation calculations.
AlicenseAqualityBmaintenanceProvides 21 mathematical tools across 6 domains including basic calculations, array operations, statistics, financial mathematics, linear algebra, and calculus. Supports batch execution for complex multi-step workflows with intelligent dependency resolution.Last updated215MITWhy this server?
Uses pandas for data manipulation and analysis of Formula One racing datasets, including results, telemetry, and performance metrics
AlicenseAqualityCmaintenanceA Model Context Protocol server that provides comprehensive Formula One racing data, enabling access to event schedules, driver information, telemetry data, race results, and performance analytics through natural language queries.Last updated81MITWhy this server?
Used for processing and analyzing cycling data, including performance statistics, race results, and rider histories from FirstCycling.
AlicenseAqualityCmaintenanceProvides professional cycling data from FirstCycling, allowing users to retrieve comprehensive information about cyclists, race results, historical cycling data, and team information through natural language queries.Last updated1818MITWhy this server?
Leverages pandas for Excel file operations, data manipulation, filtering, and pivot table creation across multiple file formats.
AlicenseBqualityFmaintenanceAn MCP server that provides comprehensive Excel file operations, data analysis, and visualization capabilities for working with various spreadsheet formats like XLSX, CSV, and JSON.Last updated891MITWhy this server?
The MCP server uses pandas for data manipulation and analysis of weather information.
AlicenseBqualityCmaintenanceA 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.Last updated44MITWhy this server?
Fetches official Pandas documentation for data manipulation, DataFrames, and I/O.
AlicenseAqualityDmaintenanceEnables managing internal documentation with search and add capabilities, and fetching official documentation from 13+ popular libraries via MCP tools.Last updated69MIT