Apache 2.0
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?
Supported as an optional dependency when running Python code through the run-python-code tool
Dumpling AI MCP Serverofficial
AsecurityAlicenseAqualityIntegrates 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 7 months ago271729MITWhy this server?
Supports pandas dataframes as an input format for graph visualization, allowing transformation of tabular data into interactive network visualizations.
Graphistry MCPofficial
AsecurityAlicenseAqualityGPU-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 4 months ago17710MITWhy this server?
Offers documentation search for Pandas data manipulation and analysis library
AsecurityAlicenseAqualityA Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.Last updated 18 days ago238MITWhy this server?
Leverages pandas for data manipulation and analysis of Formula One data, including race results, telemetry, and driver statistics.
AsecurityAlicenseAqualityThis 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 10 months ago81MITWhy this server?
Can fetch documentation for the pandas data analysis library in Python, as specifically referenced in the example queries.
AsecurityAlicenseAqualityFetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.Last updated a year ago41615MITWhy this server?
The MCP server uses pandas for data manipulation and analysis of weather information.
AsecurityAlicenseAqualityA 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 updated a year ago44MITWhy this server?
Used for data manipulation and analysis of Formula One statistics, handling structured data from race results, lap times, and other performance metrics.
AsecurityAlicenseAqualityProvides 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 updated a year ago86MITWhy this server?
Used for processing and analyzing cycling data, including performance statistics, race results, and rider histories from FirstCycling.
AsecurityAlicenseAqualityProvides 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 updated 5 months ago1817MIT