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 data processing workflows using pandas DataFrames through the `squire data` command for jobs involving CSV and tabular data transformations.
AsecurityAlicenseAqualityRemote runtimes for validation and offload jobs.Last updated 7 days ago3162MITWhy this server?
Supports pandas dataframes as an input format for graph visualization, allowing transformation of tabular data into interactive network visualizations.

Graphistry MCPofficial
AsecurityAlicense-qualityGPU-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 updated 25 days ago17410MITWhy this server?
Supported as an optional dependency when running Python code through the run-python-code tool

Dumpling AI MCP Serverofficial
AsecurityAlicense-qualityIntegrates 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 updated 9 months ago274829MITWhy this server?
Facilitates data loading and analysis through pandas DataFrames, supporting local and remote datasets for visualization in Vizro dashboards
Why this server?
Uses pandas for data manipulation and analysis of Formula One racing datasets, including results, telemetry, and performance metrics
AsecurityAlicense-qualityA 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 updated 7 months ago281MITWhy this server?
Leverages pandas for data manipulation and analysis of Formula One data, including race results, telemetry, and driver statistics.
AsecurityAlicense-qualityThis 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 updated a year ago82MITWhy this server?
Enables interaction with pandas dataframes when querying and analyzing datasets from Foundry
AsecurityAlicense-qualityAn MCP server that allows AI assistants to interact with Foundry datasets, ontology objects, and functions through natural language queries and commands.Last updated a year ago510MITWhy this server?
Enables data analysis and manipulation including pivot tables, statistical analysis, and correlation calculations.
AsecurityAlicense-qualityProvides 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 updated 3 months ago216MITWhy this server?
Utilizes pandas as a prerequisite library, likely for data manipulation and analysis within the model execution context
AsecurityAlicense-qualityEnables integration between SAP HANA Cloud Database and Cursor IDE through the Model Context Protocol, providing standardized interfaces for managing ML models and execution contexts.Last updated 21 days ago98938MIT