# Data analysis

Redshift MCP Server is a Python-based implementation of the MCP protocol that enables AI assistants to interact with Amazon Redshift databases.

A curated list of Solana Model Context Protocol (MCP) servers and related resources, including various functional implementations such as wallet analysis, token trading, and forum summaries, supporting standardized interactions between AI agents and the Solana blockchain.

The DataFocus MCP server is a service that allows AI assistants to directly query data results using natural language. Users can register on the DataFocus platform, connect data tables, and obtain analysis results through natural language.

Datax is an intelligent data analysis tool for the AI era, supporting in - depth business insights and predictive analysis through natural language interaction.

The Toshl MCP Server is a bridge that connects AI agents with the Toshl Financial API, providing read access to financial data such as accounts, classifications, tags, and budgets, and supporting data - based analysis and suggestions.

An MCP server that monitors large - scale transactions (over $1 million) on the Hyperliquid platform in real - time, providing whale transaction alerts and data analysis functions.

Google Ads MCP Server is a Model Context Protocol service that provides access to Google Ads data via Claude Desktop, including ad group, keyword, and budget management functions, and supports visual analysis and automated insights.

A Pandas data processing server based on the MCP protocol, providing functions for CSV file reading, Pandas code execution, and interactive chart generation.

MCP Alchemy is a tool that connects Claude Desktop to multiple databases, supporting SQL queries, database structure analysis, and data report generation.

The SEO Tools MCP Server is a middleware that provides SEO API services through a standard input - output interface. It supports natural language interaction between LLM models and SEO tools such as DataForSEO, enabling functions such as keyword analysis, ranking checks, and link analysis.

ChatBI MCP Server is an LLM - based data analysis service that supports code generation, data statistics, and visualization through natural language instructions, and can be integrated with client tools to achieve automated analysis.

A powerful MCP server for GEDCOM file management, supporting the creation, editing, and querying of genealogy data, and providing functions for complex relationship analysis, statistical reports, and automated document generation.

An MCP server that provides services for obtaining K-line candlestick chart data from decentralized exchanges (DEXs), supporting multi-chain and multi-time frame OHLCV data queries.

An MCP server for querying Apple Health data via SQL, implemented based on DuckDB for efficient analysis, supporting natural language queries and automatic report generation.

The MCP server of the TikTok Ads API provides functions such as advertising campaign management, performance analysis, audience management, and creative management. It supports OAuth authentication and comprehensive error handling.

An MCP server that connects AI assistants with the Metabase analytics platform, providing functions such as data query and dashboard access, and supporting two authentication methods.

This is an MCP server that connects AI assistants with the Metabase analytics platform, providing functions such as data access, dashboard management, and query execution. It supports two authentication methods, facilitating direct interaction between AI and the data analytics platform.

An integrated analysis service for Google Analytics and Search Console data based on the MCP protocol, providing a unified API interface and secure credential management.

An MCP service that connects to a Supabase PostgreSQL database, providing table structure queries, data analysis tools, and common prompt functions

usaspending - mcp is a modular computing platform server designed to help AI agents access and interact with the USAspending.gov API, providing tools for retrieving and analyzing US government spending data.

This is a server project that provides MCP services for Google Analytics 4, including functions such as data acquisition, resource query, and data analysis. It needs to be used with Google service account authentication.

Clickzetta MCP Server is an implementation of the MCP server for database interaction with Clickzetta Lakehouse, supporting functions such as SQL queries, data analysis, and knowledge search.

A stock data service project based on Spring Boot and Spring AI, providing functions for real-time stock trading information, intraday price, and company details query.

A JIRA issue data query service based on CSV files, providing functions for querying issue lists, getting details, and project statistics

The Neurosift project provides MCP service tools for the visualization and analysis of neuroscience data.

An MCP server for accessing and operating on Hugging Face datasets

Algolia Node.js MCP is an experimental project that provides a Model Context Protocol server for interacting with Algolia data through natural language, supporting functions such as search, analysis, and monitoring, and can be integrated with Claude Desktop.

This is an MCP server project that interfaces with the ransomware.live API, allowing users to analyze ransomware-related data and gain insights through LLM/MCP clients. The project provides a variety of tools to query victim information, details of ransomware organizations, etc., and supports use in development and production environments.

The SurveyMars MCP service is an officially provided server for interacting with the SurveyMars survey platform API, supporting the creation, distribution, and analysis of survey questionnaires through MCP clients.

The Searchcraft MCP Server is a toolset based on the Searchcraft vertical search engine, used to manage documents, indexes, federations, access keys, and analytical data, and supports performing management operations through natural language instructions.