Data & Analytics MCP servers connect AI assistants to business intelligence platforms, data warehouses, analytical APIs, and calculation engines. These servers allow tools like Claude Desktop and Cursor to inspect tabular datasets, execute data transformations, query enterprise APIs, and monitor workflows using natural language.
Data & Analytics MCP servers let AI assistants query databases, inspect dataframes, trigger ETL pipelines, and retrieve business metrics through conversational interfaces. Rather than manually writing SQL queries or exporting CSV files, teams use these servers to give Claude, Cursor, and other Model Context Protocol clients direct context from business intelligence tools, analytical warehouses, and runtime environments.
When evaluating Data & Analytics servers, assess three operational factors:
| MCP server | What it connects to | Type | Repository |
|---|---|---|---|
| ZenML | The ZenML MCP server acts as a smart bridge that allows AI assistants to understand and interact with machine learning | Open Source | https://github.com/zenml-io/mcp-zenml |
| Zeek-MCP | Zeek-MCP acts as a friendly bridge between deep network traffic analysis and conversational AI. It allows anyone to "talk" to | Open Source | https://github.com/Gabbo01/Zeek-MCP |
| Sherlog MCP Server | Sherlog MCP Server is an MCP server that provides a persistent IPython shell per session for data analysis, log processing, | Unknown | https://github.com/GetSherlog/Sherlog-MCP |
| Vibe Math MCP | Vibe Math MCP is an MCP server that brings high-performance mathematical computation to LLMs using Python scientific libraries. Built on | Open Source | https://github.com/apetta/vibe-math-mcp |
| Moralis Web3 API | Moralis Web3 API is an MCP server that connects Model Context Protocol clients to the Moralis Web3 data platform. It | Unknown | https://github.com/0xbohu/moralis-mcp |
| Vestige MCP | Vestige MCP is an MCP server that provides access to comprehensive decentralized finance analytics and blockchain data across the Algorand | Unknown | https://github.com/GoPlausible/vestige-mcp |
| Shopify MCP Server | Shopify MCP Server is an MCP server that connects Claude Desktop and other Model Context Protocol clients directly to the | Unknown | https://github.com/tanush-yadav/shopify-mcp |
| SafetyCulture MCP Server | SafetyCulture MCP Server is an MCP server that connects Claude and other Model Context Protocol clients to the SafetyCulture API. | Unknown | https://github.com/zerubroberts/safetyculture-mcp-server |
| Salesforce MCP Server | Salesforce MCP Server is an MCP server that enables AI models and MCP-compatible clients to interact with Salesforce through natural | Unknown | https://github.com/bruteforce17/mcp-server-salesforce-insurance |
| Zip1 | Zip1 serves as a bridge between AI assistants and web link management, acting primarily as a smart URL shortener. It | Unknown | https://github.com/anthropics/claude-mcp |
Vibe Math MCP is a strong option for tabular calculation and numerical work. It uses Polars, Pandas, NumPy, SciPy, and SymPy to perform data manipulation and calculations efficiently inside conversational AI sessions.
To connect a server like Sherlog MCP Server or ZenML to Cursor, open your Cursor settings, find the MCP configuration file, and add the server's execution command under the stdio transport block along with any required environment variables.
Salesforce MCP Server and Shopify MCP Server are practical choices for enterprise records. Salesforce MCP Server allows assistants to query and manage CRM records, while Shopify MCP Server exposes store metrics, product catalogs, and order history via GraphQL.
Yes. Moralis Web3 API allows AI clients to access multichain blockchain data through a structured interface, while Vestige MCP connects assistants directly to Algorand ecosystem DeFi analytics.