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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.Last updated171211MITWhy 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
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.Last updated2271430MITWhy 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 updated3925MITWhy this server?
Executes Python Pandas code on datasets for custom data analysis and manipulation.
AlicenseAqualityAmaintenanceEnables accessing and querying Dutch government open datasets from CBS and data.overheid.nl, with tools for searching, filtering, downloading, and analyzing data using CSV, Parquet, DuckDB, or Pandas.Last updated10MITWhy 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.Last updated215MITWhy 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.Last updated510MITWhy 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.Last updated81MIT
