pandas

MCP Servers for pandas

pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working with structured data both easy and intuitive.

View all MCP Servers

Why this server?
Facilitates data loading and analysis through pandas DataFrames, supporting local and remote datasets for visualization in Vizro dashboards
vizro-mcpofficial
mckinsey
A
security
A
license
A
quality
vizro-mcp
Last updated -
6
2,947
Python
Apache 2.0
Why this server?
Leverages pandas for high-quality processing of Excel files, supporting multi-worksheet handling and automated data type conversion.
MCP Development Framework
aigo666
A
security
A
license
A
quality
A powerful Model Context Protocol framework that extends Cursor IDE with tools for web content retrieval, PDF processing, and Word document parsing.
Last updated -
8
9
Python
MIT License
Why this server?
Leverages pandas for data manipulation and analysis of Formula One data, including race results, telemetry, and driver statistics.
Formula One MCP Server (Python)
Machine-To-Machine
A
security
A
license
A
quality
This 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 -
8
Python
MIT License
Why this server?
Used for processing and analyzing cycling data, including performance statistics, race results, and rider histories from FirstCycling.
FirstCycling MCP Server
r-huijts
A
security
A
license
A
quality
Provides 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 -
18
Python
MIT License
Why this server?
Can fetch documentation for the pandas data analysis library in Python, as specifically referenced in the example queries.
DocsFetcher MCP Server
cdugo
A
security
A
license
A
quality
Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.
Last updated -
4
5
10
JavaScript
MIT License
Why this server?
The MCP server uses pandas for data manipulation and analysis of weather information.
KNMI Weather MCP
wolkwork
A
security
A
license
A
quality
A 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 -
4
1
Python
MIT License
Why this server?
Supports pandas dataframes as an input format for graph visualization, allowing transformation of tabular data into interactive network visualizations.
Graphistry MCPofficial
graphistry
-
security
A
license
-
quality
GPU-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 -
1
Python
MIT License
Why this server?
Leverages pandas for Excel file operations, data manipulation, filtering, and pivot table creation across multiple file formats.
Excel MCP Server
yzfly
A
security
F
license
A
quality
An 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 updated -
8
36
Python
Why this server?
Offers documentation search for Pandas data manipulation and analysis library
Documentation Search MCP Server
anton-prosterity
-
security
A
license
-
quality
A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.
Last updated -
2
Python
MIT License
Why this server?
Enables data manipulation and analysis by supporting installation and usage of pandas within sandbox environments.
MCP Sandbox
JohanLi233
-
security
A
license
-
quality
An interactive Python code execution tool that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
Last updated -
13
Python
Apache 2.0
Why this server?
Pandas is used for data manipulation and analysis within the server's technical analysis modules.
MCP Trader Server
wshobson
-
security
A
license
-
quality
The MCP Trader Server conducts comprehensive technical analysis on stocks, offering insights into trends, momentum indicators, volatility metrics, and volume analysis to support stock trading decisions.
Last updated -
147
Python
MIT License
Why this server?
Leverages pandas for data processing and analysis of NBA statistics, with fixes for pandas compatibility issues in the underlying basketball_reference_scraper.
NBA Player Stats MCP Server
ziyadmir
-
security
A
license
-
quality
Provides comprehensive NBA player statistics from basketball-reference.com, delivering detailed stats including career summaries, season comparisons, advanced metrics, and shooting analytics.
Last updated -
Python
MIT License
Why this server?
Leverages pandas library for Excel to CSV conversion functionality, allowing users to transform spreadsheet data to a more accessible format.
File Converter MCP Server
wowyuarm
-
security
A
license
-
quality
An MCP server that provides multiple file conversion tools for AI agents, supporting various document and image format conversions including DOCX to PDF, PDF to DOCX, image conversions, Excel to CSV, HTML to PDF, and Markdown to PDF.
Last updated -
12
Python
MIT License
Why this server?
Allows data analysis with Pandas in a secure sandbox environment for processing spreadsheets and datasets
microsandbox
microsandbox
-
security
A
license
-
quality
microsandbox
Last updated -
2,682
Rust
Apache 2.0
Why this server?
Supports installation and usage of pandas library for data analysis as mentioned in the example workflow
Python MCP Sandbox
JohanLi233
-
security
A
license
-
quality
An interactive Python code execution environment that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
Last updated -
13
Python
Apache 2.0
Why this server?
Enables data manipulation and analysis of Excel and CSV files, with support for code execution, parameter recommendation, and handling complex Excel structures
chatExcel
Lillard01
-
security
A
license
-
quality
A Model Context Protocol server for intelligent Excel processing and data analysis, offering tools for reading, validating, executing code, and generating interactive visualizations with Excel files.
Last updated -
17
Python
MIT License
Why this server?
Provides integration with pandas for parsing and analyzing Zeek log files, returning structured data from network traffic analysis as DataFrame objects.
Zeek-MCP
Gabbo01
-
security
A
license
-
quality
A Model Context Protocol server that integrates Zeek network analysis capabilities with LLM chatbots, allowing them to analyze PCAP files and parse network logs through natural language interactions.
Last updated -
2
Python
Apache 2.0
Why this server?
Enables interaction with pandas dataframes when querying and analyzing datasets from Foundry
Foundry MCP Server
qwert666
-
security
A
license
-
quality
An MCP server that allows AI assistants to interact with Foundry datasets, ontology objects, and functions through natural language queries and commands.
Last updated -
2
Python
MIT License
Why this server?
Integrates with pandas for processing and analyzing database query results before returning them to AI models.
MySQL MCP Server
Mineru98
-
security
A
license
-
quality
A server that enables AI models to interact with MySQL databases through a Model Control Protocol, providing tools for table creation, schema inspection, query execution, and data retrieval.
Last updated -
20
Python
MIT License
Why this server?
Used for data manipulation and analysis of Formula One statistics, handling structured data from race results, lap times, and other performance metrics.
Formula One MCP Server
rakeshgangwar
-
security
A
license
-
quality
Provides 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 -
JavaScript
MIT License
Why this server?
Support for installing and using pandas in Python containers as demonstrated in examples
Docker MCP Server
zaycruz
-
security
A
license
-
quality
Facilitates isolated code execution within Docker containers, enabling secure multi-language script execution and integration with language models like Claude via the Model Context Protocol.
Last updated -
Python
MIT License
Why this server?
Leverages pandas for options data manipulation, strategy analysis, and financial metrics calculations
OptionsFlow MCP Server
twolven
-
security
A
license
-
quality
A Model Context Protocol server that enables LLMs to analyze options chains, calculate Greeks, and evaluate basic options strategies through Yahoo Finance data.
Last updated -
4
Python
MIT License
Why this server?
Utilizes pandas for handling financial data frames, enabling efficient stock screening, filtering, and result organization
StockScreen MCP Server
twolven
-
security
A
license
-
quality
Provides comprehensive stock screening capabilities through Yahoo Finance. Enables LLMs to screen stocks based on technical, fundamental, and options criteria, with support for watchlist management and result storage.
Last updated -
13
Python
MIT License
Why this server?
Mentioned as an optional dependency that can be included when deploying MCP servers
FastMCP
wanderingnature
-
security
A
license
-
quality
FastMCP is a comprehensive MCP server allowing secure and standardized data and functionality exposure to LLM applications, offering resources, tools, and prompt management for efficient LLM interactions.
Last updated -
3
Python
MIT License
Why this server?
Uses pandas_ta for technical analysis with hundreds of indicators for securities analysis
MCP Securities Analysis
druce
-
security
F
license
-
quality
A Python-based FastMCP server that provides financial tools for securities analysis, including market data, news, fundamental/technical analysis, and visualization capabilities that can be consumed by any MCP-aware client.
Last updated -
2
Why this server?
Provides pandas DataFrame methods documentation with practical examples and API references
Enhanced Dash MCP Server
joshuadanpeterson
-
security
F
license
-
quality
An intelligent server that transforms local Dash documentation into a context-aware assistant for Claude, providing developers with seamless access to documentation while coding.
Last updated -
3
Python
Why this server?
Leverages pandas for dataset handling, preprocessing, and feature engineering as part of the ML pipeline
TrainerML
daniel-was-taken
-
security
F
license
-
quality
Advanced machine learning platform with MCP integration that enables automated ML workflows from data analysis to model deployment, featuring smart preprocessing, 15+ ML algorithms, and interactive visualizations.
Last updated -
Python
Why this server?
Used for data manipulation and analysis of sensor data within the anomaly detection pipeline
Anomaly Detection MCP Server
Javoo-bot
-
security
F
license
-
quality
A server that enables LLMs to detect anomalies in sensor data by providing tools for data retrieval, analysis, visualization, and corrective action execution.
Last updated -
Python
Why this server?
Powers the data handling capabilities for analyzing tabular data and preparing it for anomaly detection and visualization.
MCP Autonomous Analyst
MadMando
-
security
F
license
-
quality
A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and generates interpretive summaries using local LLMs orchestrated via the Model Context Protocol.
Last updated -
Python
Why this server?
Optional dependency that can be specified when starting the MCP server.
OpenAI MCP Server
arthurcolle
-
security
F
license
-
quality
A Model Context Protocol server implementation that enables connection between OpenAI APIs and MCP clients for coding assistance with features like CLI interaction, web API integration, and tool-based architecture.
Last updated -
28
Python
Why this server?
Utilizes pandas as a prerequisite library, likely for data manipulation and analysis within the model execution context
HANA Cloud MCP Server
HatriGt
-
security
F
license
-
quality
Enables 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 -
Python
Why this server?
Handles data processing and analysis for the hotel statistics dashboard
Master Control Program (MCP) Backend
sayonsom
-
security
F
license
-
quality
Provides API endpoints for a hotel management frontend and integrates with SmartThings API to control devices based on user preferences and room assignments.
Last updated -
Python
Why this server?
Leveraged for financial data manipulation and analysis, particularly for stock price time series
MCP Yahoo Finance
leoncuhk
-
security
F
license
-
quality
Provides tools to get financial data (stock prices, company information) and generate financial visualizations through the Model Context Protocol.
Last updated -
2
Python
Why this server?
Uses pandas for data manipulation of collected system metrics before analysis and reporting
MCP AI Monitor
MedusaSH
-
security
F
license
-
quality
An advanced system monitoring solution that uses unsupervised machine learning algorithms to detect abnormal resource usage patterns in real-time, with features including anomaly detection, process analysis, and Discord integration.
Last updated -
Python
Why this server?
Optional dependency that can be included when running the server to support data manipulation and analysis of Odoo records and datasets.
Odoo MCP Server
Willval117
-
security
F
license
-
quality
An implementation that integrates with Odoo ERP systems, enabling AI assistants to interact with Odoo data and functionality through the Model Context Protocol.
Last updated -
Python
Why this server?
Used for processing and analyzing stock data, enabling operations like retrieving historical stock information, monthly price data, and financial metrics.
Stock Info Service
tddt
-
security
F
license
-
quality
A FastMCP-based service that provides stock data including historical prices, fundamental information, and financial news.
Last updated -
1
Python
Why this server?
Uses pandas for station lookup functionality via CSV database of European train stations with coordinates
SNCF API MCP Server
Kryzo
-
security
F
license
-
quality
A modular Python wrapper for the SNCF API that integrates with Claude Desktop, enabling intelligent journey planning and train information retrieval across France's railway network.
Last updated -
Python
Why this server?
Used for handling and processing financial data retrieved from Yahoo Finance
Yahoo Finance MCP for LLaMA 3.2 3B
Shak2000
-
security
F
license
-
quality
Integrates Yahoo Finance API with LLaMA 3.2 3B, allowing users to retrieve real-time stock prices, company information, historical data, and market news while maintaining the model's original capabilities.
Last updated -
Python
Why this server?
The README mentions pandas as an optional dependency that can be specified for deployment and development.
Neo4j MCP Server
ujjalcal
-
security
F
license
-
quality
An MCP server that enables graph database interactions with Neo4j, allowing users to access and manipulate graph data through natural language commands.
Last updated -
Python
Why this server?
Mentioned as an example package that can be installed and used in the isolated containers for data manipulation.
Sandbox MCP Server
Tsuchijo
-
security
F
license
-
quality
Provides isolated Docker environments for code execution, enabling users to create and manage containers, execute multi-language code, save and reproduce development environments, ensuring security and isolation.
Last updated -
6
Python

vizro-mcpofficial

Graphistry MCPofficial