Data & Analytics
BigQuery, Snowflake, and data analysis tools
2,687 servers in this category
Grasshopper 3D
MCP (Model Context Protocol) Server. Integrates with Rhino/Grasshopper 3D modeling software to enable parametric design and geometric analysis through natural language commands for architects, designers, and engineers.
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.
IFC Building Information Modeling
MCP (Model Context Protocol) Server. Integrates with IFC (Industry Foundation Classes) building information modeling files to extract entities, properties, spatial relationships, and geometric data for construction professionals analyzing architectural and engineering information.
KuzuMem
A distributed graph-based memory storage system using KuzuDB that provides coding agents with persistent project context, architectural decision tracking, and AI-powered memory optimization.
OpenAlex.org MCP
Professional MCP server providing ML-powered author disambiguation and comprehensive researcher profiles using the OpenAlex database.
PowerPoint
MCP (Model Context Protocol) Server. Enables creation and manipulation of Microsoft PowerPoint presentations through natural language, offering tools for managing slides, shapes, charts, and tables with styling and visualization capabilities.
Crawl4AI (Web Scraping & Crawling)
MCP (Model Context Protocol) Server. Integrates web scraping and crawling capabilities with tools for single-page content extraction, metadata retrieval, and Google search functionality, enabling workflows that require web content analysis, data collection, or online research tasks.
PRIMS (Python Runtime)
A secure Python runtime environment that executes code in isolated Docker containers with persistent workspace sessions and automatic artifact management.
mcp-ssh-manager
A comprehensive SSH management server for MCP that enables AI assistants to execute remote commands, manage files, conduct database operations, and monitor server health across multiple connections.
wealthy-mcp
A comprehensive MCP server for the Wealthy trading platform that allows users to execute trades, manage portfolios, and source market research through natural language interfaces in Claude or Cursor.
sequel-mcp
A multi-database MCP server that enables AI clients to query PostgreSQL, MySQL, and ClickHouse databases directly.
mcp-appstore
A robust toolset for scraping and analyzing data from the Google Play Store and Apple App Store, specifically designed for App Store Optimization (ASO). It enables LLMs to perform keyword research, sentiment analysis on reviews, and competitor app comparisons.
Gyazo
Search, fetch, upload, and interact with Gyazo images, including metadata and OCR data.
Notion
A high-performance MCP server that integrates Notion into AI workflows, enabling agents to create, update, and search Notion pages and databases.
OMOP MCP
Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization.
deep-research-mcp
A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.
Ton Blockchain MCP
An MCP server for interacting with Ton Blockchain.
Alibaba Cloud DataWorks
A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly.
Prefect
A specialized MCP server for monitoring, debugging, and managing Prefect workflows, deployments, and automations via AI assistants.
Alpaca Trading
MCP (Model Context Protocol) Server. Integrates with the Alpaca trading API to provide algorithmic trading and portfolio management tools for account information, market data, order placement, and position tracking.
PostgreSQL
MCP (Model Context Protocol) Server. Enables AI to discover, connect to, and query PostgreSQL databases with multi-database support, rich schema information, and secure read-only transactions without exposing sensitive connection details.
Hologres
Connect to a Hologres instance, get table metadata, query and analyze data.
Label Studio
Open Source data labeling platform.
Confluence and JIRA
A robust MCP server for Atlassian tools that provides comprehensive interaction with Confluence pages and Jira project management components like issues, sprints, and boards.
Microsoft MCP Server for Enterprise
A Microsoft Enterprise MCP server that allows AI agents to query and manage Microsoft Entra organizational data by converting natural language into Microsoft Graph API calls.
mcp-server-couchbase
A Couchbase Model Context Protocol server that enables LLMs to perform CRUD operations, execute SQL++ queries, manage indexes, and analyze query performance on Couchbase clusters.
Redis
MCP (Model Context Protocol) Server. Integrates with Redis and AWS MemoryDB for fast, in-memory data storage and retrieval, enabling caching, session management, and real-time analytics.
GitGuardian
GitGuardian official MCP server provides comprehensive secret scanning and incident management, featuring over 500 detectors to prevent credential leaks and facilitate automated remediation directly within AI agents.
FalkorDB
A Model Context Protocol server that enables AI models to interact with FalkorDB graph databases through query execution and schema management.
Atlan Data Catalog
MCP (Model Context Protocol) Server. Provides a bridge between AI agents and Atlan data catalog services for searching, retrieving, traversing lineage, and updating asset metadata through the pyatlan SDK