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maintenanceAn MCP server for chDB, the in-process SQL OLAP engine powered by ClickHouse. Lets agents query Parquet, CSV, JSON, and pandas DataFrames with one tool — no separate server, no Docker.
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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?
Provides a pandas-like API and zero-copy DataFrame querying, enabling SQL queries on pandas DataFrames.
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.175 npm12MITWhy this server?
Facilitates data loading and analysis through pandas DataFrames, supporting local and remote datasets for visualization in Vizro dashboards
Why this server?
Leverages pandas for data manipulation and formatting of whale transaction data into clean Markdown tables for presentation
AlicenseBqualityDmaintenanceAn MCP server that provides real-time whale alerts on Hyperliquid.113MITWhy this server?
Enables data analysis and manipulation including pivot tables, statistical analysis, and correlation calculations.
AlicenseAqualityCmaintenanceProvides 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.215MITWhy this server?
Uses pandas for data manipulation and analysis of Formula One racing datasets, including results, telemetry, and performance metrics
AlicenseAqualityDmaintenanceA 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.81MITWhy this server?
Enables interaction with pandas dataframes when querying and analyzing datasets from Foundry
AlicenseBqualityDmaintenanceAn MCP server that allows AI assistants to interact with Foundry datasets, ontology objects, and functions through natural language queries and commands.512MITWhy this server?
Supported as an optional dependency when running Python code through the run-python-code tool
Dumpling AI MCP Serverofficial
AlicenseCqualityDmaintenanceIntegrates 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.2734 npm30MITWhy this server?
Provides comprehensive CSV data manipulation capabilities including filtering, cleaning, statistical analysis, and transformation operations using pandas as the core data processing engine
AlicenseBqualityDmaintenanceComprehensive CSV processing MCP server with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files3925MIT
