Data & Analytics
BigQuery, Snowflake, and data analysis tools
6,926 servers in this category
GrabMaps
An MCP server integrating GrabMaps through AWS Location Service to provide specialized geocoding, routing, and place search for eight Southeast Asian countries.
Materials Project
MCP (Model Context Protocol) Server. Integrates with the Materials Project database to search materials by elements or formula and retrieve detailed properties including formation energies, band gaps, crystal systems, and stability data for computational materials science research.
MWAA MCP Server
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) and Airflow operations including DAG management, monitoring, and environment configuration through a unified MCP interface.
Aave Liquidation
A specialized MCP server for monitoring Aave V3 positions on Ethereum mainnet, providing real-time health factor calculations, risk assessment, and profit estimation for liquidations.
LLM API Benchmark MCP Server
An MCP server for benchmarking Large Language Model APIs, providing detailed metrics like Time To First Token (TTFT) and throughput across multiple concurrency levels.
Brewfather
MCP (Model Context Protocol) Server. Connects to Brewfather API for retrieving and analyzing homebrew inventory data, including detailed information about fermentables, hops, and yeasts for recipe formulation and brewing process planning.
icd-mcp
An MCP server for retrieving WHO ICD-10 and ICD-11 diagnosis codes, providing search, lookup, and chapter analysis via the official WHO API.
mcp-swarmia
Exposes the Swarmia Export API as tools for AI assistants to query engineering metrics through natural language. It enables retrieval of DORA metrics, pull request cycle times, investment balances, and FTE effort reports.
Custom Context Transformer
MCP (Model Context Protocol) Server. Transforms unstructured text into structured JSON data using customizable templates with placeholders for extracting key information and generating structured outputs for downstream processing.
Multi-Server Integration
A multi-server MCP integration providing weather alerts, stock portfolio management via Kite Connect, and automated data persistence using MongoDB and Elasticsearch.
gcp-billing-and-monitoring-mcp
A Model Context Protocol server that enables LLMs to monitor Google Cloud resources, analyze billing costs, and query infrastructure logs through direct API integration.
Chhart-MCP
MCP for https://chhart.app to easily create flowcharts or sankey diagram
linkedin-ads-mcp-server-by-cdata
A read-only MCP server that enables LLMs to query live LinkedIn Ads data using relational SQL models through the CData JDBC driver.
sap-businessobjects-bi-mcp-server-by-cdata
A read-only MCP server that enables LLMs to query live SAP BusinessObjects BI data using natural language by wrapping the CData JDBC Driver. It exposes relational SQL models as tools for retrieving table schemas and executing SELECT queries.
OpenRouter Vision
An MCP server that provides image analysis capabilities through OpenRouter, enabling AI assistants to process local files, URLs, or base64 images using models like GPT-4o, Claude 3.5, and Qwen.
Bright Data
The Bright Data Web MCP server provides AI agents with real-time web access, featuring bot detection bypass (Web Unlocker), browser automation via Playwright, and specialized tools for structured data extraction.
Google Sheets MCP Server
A robust MCP server for interacting with Google Sheets, offering powerful tools for searching, reading, and analyzing spreadsheet data with support for both OAuth 2.0 and API key authentication.
Qdrant Vector Database
MCP (Model Context Protocol) Server. Provides a vector database for storing and retrieving code snippets through semantic search using Docker containers and sentence-transformers embeddings
SEO Analytics MCP
An MCP server that integrates Google Search Console and Google Analytics 4 to provide unified SEO and web traffic analysis. It allows users to fetch search performance data, merge page metrics, and generate automated trend reports or actionable insights through tool calls.
Blockchain.com Data and Query
MCP (Model Context Protocol) Server. Integrates with Blockchain.com's Data and Query APIs to enable Bitcoin blockchain data retrieval, analysis, and market monitoring for cryptocurrency applications.
Azure Cosmos DB
MCP (Model Context Protocol) Server. Bridges Azure Cosmos DB with language models, enabling database operations like product search, order retrieval, and weather data access through vector search capabilities for e-commerce applications.
Postman MCP Server
Integrates Postman with Cursor IDE to manage collections and requests through natural language. It features specialized tools for automatically migrating API endpoints and metadata directly from .NET controller code into Postman collections.
chuk-mcp-celestial
Provides authoritative astronomical data including moon phases, solar eclipses, and sun/moon rise and set times using the US Navy API or offline Skyfield calculations. It enables users to query Earth's seasons and celestial events for any location and date.
Etherscan Tools
MCP (Model Context Protocol) Server. Integrates with Etherscan's API to provide Ethereum blockchain data tools for balance checking, transaction tracking, and smart contract interactions.
YouTube Content Management
A YouTube Data API v3 integration for MCP that enables content discovery through advanced searching and retrieval of key metrics for videos, channels, and playlists.
Pylpex
A Model Context Protocol server for the Pylpex programming language, providing tools for code execution, tokenization, and state management alongside language documentation and examples.
MCP Google Analytics Server
A comprehensive MCP server for Google Analytics 4 that enables both reading detailed analytics reports via the Data API and sending tracking events through Measurement Protocol v2.
PostgreSQL Explorer
MCP (Model Context Protocol) Server. Provides read-only PostgreSQL database access for exploring schemas and executing safe queries, deployable via Docker or NPX for data analysis without risk of modification.
Observe
MCP (Model Context Protocol) Server. Integrates with Observe platform for performance monitoring through OPAL queries, dataset management, monitor configuration, and semantic search of troubleshooting runbooks to enable natural language root cause analysis and system reliability investigations.
SQL Database Assistant
A multi-database MCP server providing intelligent SQL querying and schema introspection for SQLite, MySQL, and Oracle databases using natural language commands.