Data & Analytics
BigQuery, Snowflake, and data analysis tools
2,687 servers in this category
Workflows
A robust workflow management server that allows LLMs to execute complex, multi-step processes with branching logic, state management, and cognitive reasoning actions.
MySQL Database
MCP (Model Context Protocol) Server. Integrates with MySQL databases to enable secure query execution, schema management, and CRUD operations for structured data access and manipulation
Fastly CDN
A comprehensive MCP server that enables AI agents to manage Fastly CDN infrastructure, including service configuration, performance monitoring, and cache management via the Fastly CLI.
Spark Optimizer
An MCP server that optimizes Apache Spark code using Claude AI to apply performance enhancements like broadcast joins, strategic caching, and query plan improvements.
Volatility 3 Memory Forensics
A specialized MCP server that integrates the Volatility 3 framework to perform advanced memory forensics using natural language queries for process, network, and malware analysis.
Airflow
Bridges Claude with Apache Airflow 3, enabling natural language orchestration and management of DAGs, tasks, and connections through the official Airflow API.
WebSocket Enhancer
MCP (Model Context Protocol) Server. Combines a standard server with WebSocket functionality to enable real-time data updates and efficient asynchronous operations for applications requiring both traditional interactions and data streaming capabilities.
MySQL
MCP (Model Context Protocol) Server. Connects to MySQL databases to enable querying, analyzing, and manipulating data directly within conversation interfaces through a containerized Python server.
metabase-mcp
Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge between your analytics platform and conversational AI.
YFinance Trader
MCP (Model Context Protocol) Server. Provides real-time stock market data and trading capabilities through yfinance, offering tools for retrieving quotes, company overviews, historical prices, symbol searches, analyst recommendations, and insider transactions.
mcp-zap-server
A Spring Boot-based MCP server that integrates OWASP ZAP to automate web security tasks like spidering, active scanning, and vulnerability reporting via AI agents.
PulseMCP
A discovery server for the MCP ecosystem that allows users to search, filter, and explore available MCP servers and integrations via the PulseMCP API.
alibabacloud-dms-mcp-server
A comprehensive data access gateway and intelligent query engine that connects over 40 types of Alibaba Cloud and mainstream databases with natural language processing capabilities.
biothings-mcp
A specialized MCP server providing a standardized interface for querying authoritative biomedical data from BioThings services, including genes, chemical compounds, and genetic variants.
CodeDox
CodeDox is an MCP server that crawls documentation websites and GitHub repositories to extract, categorize, and index code snippets and markdown content for AI-powered search.
Excel Reader
MCP (Model Context Protocol) Server. Integrates with Excel files to enable efficient processing and analysis of large spreadsheet datasets through automatic chunking and pagination.
SingleStore
A comprehensive MCP server for SingleStore that enables natural language database management, SQL execution, workspace orchestration, and notebook-based job scheduling.
MongoDB
MCP (Model Context Protocol) Server. Integrates with MongoDB to enable read-only querying, aggregation, and schema inspection for data exploration and analysis workflows.
Twenty CRM
A comprehensive MCP server for Twenty CRM that enables natural language management of people, companies, tasks, and notes with automated schema discovery and advanced search capabilities.
Local Dev
MCP (Model Context Protocol) Server. Creates sandboxed local dev environments directly from GitHub; run tests, report coverage and more.
PostgreSQL
A PostgreSQL MCP server offering dual HTTP/Stdio transports for database schema inspection and read-only query execution with session management and Podman(or Docker) support.
Ramp
MCP (Model Context Protocol) Server. Provides a bridge to Ramp's Developer API, enabling financial data analysis through an ephemeral SQLite database that loads corporate transactions, vendors, users, and spend programs for SQL-based business intelligence tasks.
Supadata
Official MCP server for Supadata - YouTube, TikTok, X and Web data for makers.
Databutton
A specialized MCP server designed to assist in the initial planning and scaffolding of business applications featuring React frontends and Python backends on the Databutton platform.
robinhood-mcp-server
A comprehensive interface to the Robinhood Crypto API, providing both REST and WebSocket endpoints for account management, real-time market data retrieval, and trading operations.
Taiwan Stock Exchange
A comprehensive MCP server for the Taiwan Stock Exchange (TWSE) providing real-time market data, financial statements, ESG metrics, and foreign investment tracking.
DVMCP
DVMCP bridges the Model Context Protocol (MCP) with Nostr's Data Vending Machine ecosystem, enabling decentralized tool discovery and execution through cryptographically signed messages.
PostgreSQL
MCP (Model Context Protocol) Server. Provides secure read-only access to PostgreSQL databases for executing SQL queries and retrieving schema information.
PyMOL
MCP (Model Context Protocol) Server. Enables direct interaction with PyMOL molecular visualization software for executing commands, manipulating structures, and analyzing molecular data through a socket connection that translates natural language to PyMOL-compatible Python code.
Fused UDF
MCP (Model Context Protocol) Server. Python-based framework for connecting Claude and other LLMs to executable Python code through User Defined Functions, enabling data scientists to extend their models with custom Python capabilities.