Data & Analytics
BigQuery, Snowflake, and data analysis tools
6,926 servers in this category
Acumatica (CData)
A read-only MCP server that enables LLMs to query Acumatica ERP data using SQL commands via the CData JDBC driver, returning results in CSV format.
GEDCOM
A comprehensive MCP server for managing genealogical data, allowing AI agents to create, edit, and query GEDCOM files with advanced relationship pathfinding and historical analysis.
Optimade MCP
An MCP server conducts real-time material science data queries with the Optimade database (for example, elemental composition, crystal structure).
MeasureSpace MCP
MeasureSpace MCP provides global weather, climate, and air quality forecasts alongside geocoding services. It allows AI assistants to retrieve historical data, real-time forecasts, and astronomical information via the measurespace.io API.
Tako
Use natural language to search Tako for real-time financial, sports, weather, and public data with visualization
Local Wikipedia
Offline Wikipedia MCP server that provides full-text search and article retrieval using local datasets from HuggingFace, optimized for privacy and low-latency performance with small LLMs.
Orion Vision (Azure Form Recognizer)
A specialized MCP server that integrates with Azure Form Recognizer (Document Intelligence) to extract structured data from diverse document types like invoices, receipts, and ID documents.
PostgreSQL
A robust PostgreSQL MCP server for database exploration, querying, and performance analysis with built-in SQL injection prevention and read-only safety modes.
Gigapipe
MCP (Model Context Protocol) Server. Integrates with Gigapipe's observability platform to query Prometheus metrics with PromQL, search Loki logs with LogQL, and retrieve Tempo traces by ID through unified HTTP/HTTPS access with optional authentication.
MCP Excel Server
A comprehensive MCP server for Excel automation, providing specialized tools for workbook lifecycle management, worksheet manipulation, and granular cell range operations including filtering and data writing.
Session Saver
A tool for saving and organizing AI development sessions as Markdown files, structured by IDE, date, and description for easy retrieval and persistence.
Search Analytics (Google Search Console & Analytics 4)
MCP (Model Context Protocol) Server. Integrates Google Search Console and Google Analytics 4 data through unified tools for search analytics, traffic overviews, page performance analysis, and combined insights that correlate search visibility with actual traffic metrics.
Subconscious AI
Run AI-powered conjoint experiments and causal research through behavioral simulations using synthetic populations based on US Census microdata. This server enables users to validate research questions, measure attribute importance via AMCE, and generate causal insights directly from AI assistants.
InsightsLibrary
MCP (Model Context Protocol) Server. Provides access to over 10,000 curated business insight reports stored locally with intelligent search capabilities including keyword matching, publisher filtering, date range queries, and full-text content retrieval for research workflows and market analysis.
Worklog
A productivity-focused MCP server that automates the generation and management of daily work logs by collecting session data from AI tools like Claude Code, Kiro, and Cursor.
MCP Jupyter Complete
A comprehensive MCP server for precise Jupyter notebook manipulation, enabling position-based cell operations and bulk editing with native VS Code synchronization.
Indian Stocks
MCP (Model Context Protocol) Server. Integrates with the Indian stock market API to provide financial data including trending stocks, IPO information, financial statements, historical statistics, mutual funds, and corporate actions for financial analysis and research.
arXiv
An MCP server that integrates with the arXiv academic database to search, retrieve metadata, download PDFs, and load research paper text directly into LLM contexts.
Medium Accelerator
MCP (Model Context Protocol) Server. Accelerates Medium article research by extracting article links from archive pages, scraping full content for summarization, and maintaining a persistent local database of article summaries with metadata for efficient content discovery and organization.
Gahmen
An MCP server that provides seamless access to Singapore's government data via data.gov.sg, enabling users to search, filter, and download open datasets for research and analysis.
Garmin Connect MCP
A comprehensive MCP server that bridges Garmin Connect API and LLMs to provide data-driven running analysis, training plan management, and health monitoring. It enables detailed performance reviews, VO2 Max tracking, activity summaries, and personalized workout suggestions based on recovery and training load metrics.
Ordnance Survey National Geographic Database
MCP (Model Context Protocol) Server. Provides a bridge to the Ordnance Survey National Geographic Database, enabling queries of UK geographic data for applications like urban planning, transportation analysis, and location-based services.
SMCP Proxy (OIDC)
MCP (Model Context Protocol) Server. Secure reverse proxy for MCP servers that adds OIDC authentication and authorization, supporting multiple backend configurations with path-based routing and metrics collection.
RubyGems
MCP (Model Context Protocol) Server. Provides comprehensive Ruby ecosystem information including gem versions, changelogs, download statistics, reverse dependencies, and Ruby release data through RubyGems.org and GitHub APIs with intelligent caching and pagination for development workflow optimization.
Ontology RL E-commerce
A sophisticated e-commerce assistant that uses ontology-based reasoning and Reinforcement Learning (PPO) to manage product discovery, order processing, and customer support with automated rule validation.
Moqui Framework
A specialized MCP server that bridges AI agents with the Moqui Framework ERP, enabling autonomous business operations, entity management, and service execution through recursive discovery of screens and services.
Lean Mathlib 4 Documentation
Provides searchable access to Lean Mathlib 4 documentation, allowing users to find theorems, definitions, and mathematical constructs via regex-based queries.
MongoDB
MCP (Model Context Protocol) Server. Enables natural language interaction with MongoDB databases for collection management, document operations, and index manipulation without writing complex queries.
Redis
MCP (Model Context Protocol) Server. Enables AI tools to interact with Redis databases through key-value operations, pattern-based key listing, and configurable expiration settings
Bizangafest Penetration Testing
MCP (Model Context Protocol) Server. Autonomous penetration testing server that performs network reconnaissance with nmap scanning and vulnerability discovery through searchsploit, automatically generating security assessment reports for automated security auditing workflows.