Data & Analytics
BigQuery, Snowflake, and data analysis tools
6,926 servers in this category
JSON Schema Manager
MCP (Model Context Protocol) Server. Manages JSON schemas and generates instances with custom properties, enabling applications to maintain consistent data structures and create template-based JSON documents
Spreadsheet MCP App
Enables Claude to render interactive, real-time spreadsheets with streaming cell updates, custom styling, and resizable columns. This server allows users to visualize complex data sets through a dynamic grid interface directly within the model's response.
LumenX Legal Spend Intelligence
MCP (Model Context Protocol) Server. Aggregates legal spend data from LegalTracker APIs, SAP/Oracle ERP systems, PostgreSQL databases, and CSV/Excel files to provide unified tools for analyzing vendor performance, comparing budget vs actual spend, and generating filtered spend summaries by department, practice area, and vendor.
Redshift
A plug-and-play MCP server for Amazon Redshift that allows AI agents to securely query and manage data with configurable access modes (readonly, readwrite, admin) and automatic connection handling.
lifesciences-research
A comprehensive suite of 12 MCP servers providing structured access to life sciences databases like Open Targets, ChEMBL, UniProt, and HGNC to accelerate drug discovery and biomedical research.
Cargo
A specialized MCP server for Rust development that provides access to crate documentation, version information, and workspace metadata via rustdoc JSON and crates.io integration.
Flux Cloud
A specialized MCP server for interacting with the Flux Cloud and FluxOS node APIs, enabling decentralized app lifecycle management, performance monitoring, and secure file operations.
HeatPump
A comprehensive MCP server for residential heat pump planning, offering BTU sizing, cost estimation, and performance verification using bundled manufacturer and climate data.
Reablocks
MCP (Model Context Protocol) Server. Generates React components and documentation for the Reablocks UI library through natural language descriptions, enabling rapid prototyping of dashboards, forms, tables, and custom layouts with TypeScript support and intelligent component suggestions.
VirusTotal
MCP (Model Context Protocol) Server. Bridges to the VirusTotal API for comprehensive threat intelligence, enabling security analysts to analyze file hashes, URLs, domains, and IP addresses with automatically fetched relationship data for complete security overviews.
DevRev
A Model Context Protocol server that integrates with DevRev APIs to search and retrieve data for issue tracking, support analysis, and data-driven CRM tasks.
CO2 Sensor
MCP (Model Context Protocol) Server. Simulates or interfaces with a CO2 sensor device, providing JSON-RPC endpoints for device information, sensor data, and network management with MQTT publishing capabilities for IoT applications.
Solana
MCP (Model Context Protocol) Server. Integrates Solana blockchain with natural language commands to enable querying balances, handling transactions, and retrieving blockchain data.
Matomo Analytics
A Model Context Protocol server that dynamically introspects your Matomo Analytics instance to expose all available API methods as AI-accessible tools. It enables assistants like Claude to query traffic overview, page performance, visitor demographics, and conversion goals directly.
CTP Futures Trading
A trading server that integrates with Chinese futures markets using the vnpy framework and CTP gateway to provide real-time market data and order execution.
Tornado Cash
This MCP server tracks Tornado Cash protocol events by querying The Graph's subgraph to reveal hidden asset trails and wallet interactions. It enables blockchain analysis and compliance investigations through real-time monitoring of deposits and withdrawals.
Polish Sejm Legal Acts
A comprehensive MCP server for accessing, analyzing, and searching Polish legal acts from the official Sejm API (Dziennik Ustaw and Monitor Polski). It provides 14 specialized tools for metadata retrieval, multi-criteria document searching, and structural analysis of legal documents.
ProteinAtlas-MCP-Server
A specialized MCP server that provides programmatic access to the Human Protein Atlas, enabling AI models to query protein expression, localization, pathology markers, and antibody validation data.
Begagnad (Swedish Second-Hand Marketplaces)
A specialized MCP server for searching Sweden's largest second-hand marketplaces, Blocket and Tradera, providing unified data for price comparison and market research.
FIWARE Context Broker
MCP (Model Context Protocol) Server. Bridges AI assistants with FIWARE Context Brokers, enabling natural language interaction with IoT data for querying, publishing, and updating information in NGSI-LD format.
Loan and Credit Management
A Spring Boot-based MCP server that provides a comprehensive loan and credit management system, enabling financial operations like credit assessment and repayment tracking through an H2 database.
Travel
A travel-focused MCP server providing searchable flight and hotel data based on IATA codes and city lookups through static JSON datasets.
OpenAlex MCP Server
A comprehensive interface to the OpenAlex API, providing tools to search and retrieve metadata from over 240 million scholarly works, authors, and research institutions.
mcp-local-analyst
A private, local AI Data Analyst that converts natural language into SQL queries using Ollama and SQLite. It provides a Dockerized environment including a Streamlit UI for secure, offline data interaction.
SQL Server
A professional-grade MCP server for Microsoft SQL Server that enables AI assistants to perform schema exploration, data retrieval, and query optimization with enterprise security controls.
SpringOne 2025
An MCP server built with Spring AI that provides real-time access to SpringOne 2025 conference sessions, speaker biographies, and session recommendation prompts.
Fyers MCP Server
A comprehensive MCP server for Fyers API v3 enabling automated OAuth authentication and full trading capabilities including portfolio management, order execution, and real-time market data retrieval for Indian stock markets.
Astro MCP
A modular MCP server providing unified natural language access to over 40 astronomical databases including DESI, SIMBAD, SDSS, and Gaia for searching, retrieving, and analyzing scientific data.
F1 MCP Server
A comprehensive F1 analytics platform offering real-time telemetry processing, Monte Carlo race strategy simulations, and detailed tire degradation modeling for data-driven race insights.
Bitget Trading
A comprehensive MCP server for interacting with the Bitget cryptocurrency exchange, enabling AI assistants to perform market analysis, manage accounts, and execute spot and futures trades.