Data & Analytics
BigQuery, Snowflake, and data analysis tools
6,926 servers in this category
CRM MCP Server
A professional-grade CRM MCP server that uses SQLite to manage contacts, interaction history, and tasks with built-in database management, archiving, and CSV export capabilities.
Web3 Research MCP
A specialized tool for deep cryptocurrency research that automates data gathering from sources like CoinGecko and DeFiLlama to generate structured fundamental reports. It features multi-source analysis, progress tracking, and local resource management for comprehensive token evaluation.
Bio-OS MCP Server
A specialized MCP server for bioinformatics that manages WDL workflow submission and validation alongside Docker image building on the Bio-OS platform.
NASA Image MCP Server
MCP server providing access to NASA's visual data APIs including Mars Rover photos, Earth satellite imagery (EPIC/GIBS), and Astronomy picture of the day. Features built-in image analysis tools with automatic format detection, compression, and base64 conversion for LLM integration.
ffmpeg-mcp
A comprehensive media processing MCP server that provides a high-level interface for FFmpeg, enabling video editing, metadata extraction, frame capture, and complex transitions.
NocoDB MCP Server
A comprehensive MCP server that enables AI agents to manage NocoDB databases through full CRUD operations, schema management, advanced querying, and file attachment handling.
Learning Model Context Protocol
A learning-oriented MCP server designed to perform basic arithmetic operations and evaluate mathematical expressions, serving as a hands-on environment for exploring MCP workflows.
chatspatial
A specialized MCP server for spatial transcriptomics analysis that translates natural language queries into complex bioinformatics workflows using over 60 integrated methods.
Fan Out Query Analyser
A specialized SEO and content analysis tool that uses Google-patented fan-out methodologies to identify gaps between user queries and existing content for generative engine optimization (GEO).
Vega-Lite Data Visualization
An MCP server that enables LLMs to create data visualizations using Vega-Lite, supporting both text-based JSON specifications and rendered PNG images.
astro-airflow-mcp
A comprehensive MCP server for Apache Airflow (versions 2.x and 3.x) that provides AI assistants with tools for DAG management, task execution logs, and system health diagnostics.
Cisco Intersight
A comprehensive MCP server for Cisco Intersight that enables full infrastructure lifecycle management including server provisioning, telemetry monitoring, policy orchestration, and security health auditing through a safe 'Core' or full 'All Tools' mode.
macOS Mail MCP Bridge
A tool that bridges macOS Mail and AI assistants, allowing direct access to email content, thread tracking, and attachment extraction by reading local .emlx files via the Model Context Protocol.
Universal Crypto MCP
A comprehensive Universal Model Context Protocol server for EVM-compatible blockchains, enabling AI agents to perform token swaps, cross-chain bridging, staking, lending, security audits, and market analysis through natural language.
SperaxOS
A comprehensive MCP server for interacting with the Sperax DeFi ecosystem on Arbitrum and BNB Chain. It provides tools for managing the USDs auto-yield stablecoin, SPA governance tokens, veSPA staking, Demeter yield farms, and real-time protocol analytics.
3GPP Research Guidance
A lightweight MCP bridge providing direct access to the TSpec-LLM 3GPP specification dataset and official 3GPP metadata for intelligent telecommunications research and implementation guidance.
QR Code Generator
A comprehensive MCP server for generating QR codes in base64, SVG, or terminal formats with extensive customization for colors, error correction, and batch processing.
Agentic Commerce
A simulated food delivery MCP server that uses interactive HTML UI blocks to showcase e-commerce flows like restaurant discovery, menu browsing, and mock order processing.
SmartThings
Integrates with the Samsung SmartThings platform to control smart home devices, monitor real-time status, and manage rooms and devices via UUID mapping.
PubChem MCP Server
A specialized MCP server that connects AI assistants to the PubChem database, enabling programmatic search and retrieval of molecular structures, chemical properties, and compound identifiers.
Docker Code Sandbox
MCP (Model Context Protocol) Server. Provides a secure Docker-based sandbox for executing Python code with resource limits and proper isolation, enabling safe execution of untrusted code for data analysis and algorithm testing.
Gemini Data Analysis & Research
MCP (Model Context Protocol) Server. Bridges to Google's Gemini model for data analysis, email communication, and reasoning process generation with tools for Excel/CSV processing, statistical visualization, and AI-generated content.
decoupler-MCP
decoupler-mcp provides a natural language interface for single-cell RNA-Seq analysis, allowing users to perform pathway inference, clustering, and visualization using the decoupleR framework.
SensorMCP Server
SensorMCP enables automated computer vision workflows by using foundation models like GroundedSAM to auto-label images and train custom YOLOv8 object detection models through natural language.
Power Platform & Azure CLI Bridge
MCP (Model Context Protocol) Server. Bridges Power Platform CLI and Azure CLI commands with specialized tools for executing Dataverse environment operations, making Azure REST API requests, and performing Graph API operations.
DummyJSON User Management
MCP (Model Context Protocol) Server. Java-based user management server that integrates with DummyJSON API to provide retrieval, search, creation, updating, and deletion operations for user data.
European Parliament MCP Server
Model Context Protocol Server for European Parliament Open Data Providing AI assistants with structured access to parliamentary datasets and OSINT Intelligence Capabilities
imessage-mcp
Provides read-only access to local iMessage databases on macOS for searching message history and analyzing conversation patterns. It includes 25 tools to explore contacts, attachments, reaction statistics, and messaging trends through natural language queries.
Trustify
MCP (Model Context Protocol) Server. Integrates with Trustify supply chain security platforms to query SBOMs and packages, retrieve vulnerability information by CVE ID or PURL, analyze dependencies for security issues, and access advisory data for vulnerability management and compliance tracking.
Strava
MCP (Model Context Protocol) Server. Integrates with Strava API to provide direct access to athlete activities, detailed performance metrics, segment data, and leaderboards for training analysis and progress tracking.