Data & Analytics
BigQuery, Snowflake, and data analysis tools
6,926 servers in this category
browserai-mcp
A specialized MCP server that enables AI agents to perform real-time web discovery, navigation, and data extraction while bypassing geo-restrictions and bot detection through Browserai's infrastructure.
rdkit-mcp-server
An MCP server that provides agentic access to the RDKit chemoinformatics library, allowing language models to perform chemical informatics tasks through natural language.
Archy
MCP (Model Context Protocol) Server. Generates architectural diagrams from text descriptions or GitHub repositories using Mermaid syntax, supporting flowcharts, class diagrams, sequence diagrams, and repository evolution tracking.
Fireproof JSON Document Store
MCP (Model Context Protocol) Server. Fireproof database integration for a flexible JSON document store with CRUD operations.
TiDB
A unified Python SDK and MCP server for TiDB that enables vector, full-text, and hybrid search alongside traditional SQL operations and transaction management.
Common Lisp REPL
A comprehensive MCP server for Common Lisp development providing tools for REPL evaluation, structural code editing, symbol introspection, and project-scoped file management.
Bluesky
MCP (Model Context Protocol) Server. Query and analyze data from the decentralized social network.
GEDCOM Ancestry Files
A specialized MCP server for parsing, searching, and managing GEDCOM (.ged) genealogy files commonly used in family tree software like Ancestry.com.
Stable Diffusion WebUI
MCP (Model Context Protocol) Server. Integrates with Stable Diffusion WebUI to provide text-to-image generation with extensive parameter control and metadata embedding
exif-mcp
A high-performance, offline MCP server for extracting comprehensive image metadata (EXIF, GPS, XMP, etc.) from various formats like JPEG, PNG, and HEIC using the exifr library.
Dumpling AI
A comprehensive MCP server that integrates Dumpling AI's extensive suite of tools for web scraping, search data extraction, document processing, AI-powered generation, and secure code execution in JavaScript and Python.
coin-mcp-server
A specialized MCP server that integrates with the Bitget API to provide real-time cryptocurrency prices, detailed token information, and platform announcements.
supermcp
SuperMCP is a multi-tenant platform for managing isolated MCP servers that bridge AI assistants with PostgreSQL and MSSQL databases using a single connector architecture.
Spark Optimizer
An MCP server that optimizes Apache Spark code using Claude AI to apply performance enhancements like broadcast joins, strategic caching, and query plan improvements.
univer-mcp
Univer MCP enables AI applications to interact with and automate spreadsheet operations through a bridge to the Univer spreadsheet framework.
WebSocket Enhancer
MCP (Model Context Protocol) Server. Combines a standard server with WebSocket functionality to enable real-time data updates and efficient asynchronous operations for applications requiring both traditional interactions and data streaming capabilities.
Volatility 3 Memory Forensics
A specialized MCP server that integrates the Volatility 3 framework to perform advanced memory forensics using natural language queries for process, network, and malware analysis.
paraview_mcp
ParaView-MCP is an autonomous agent that integrates multimodal large language models with ParaView, allowing users to perform scientific visualizations through natural language and visual feedback.
TAM MCP Server
Market research and business intelligence with TAM/SAM calculations and integration across 8 economic data sources: Alpha Vantage, BLS, Census Bureau, FRED, IMF, Nasdaq Data Link, OECD, and World Bank.
Jira
A JIRA MCP server that enables LLMs to query project management data using JQL search and retrieve detailed issue information through standardized tools.
Workflows
A robust workflow management server that allows LLMs to execute complex, multi-step processes with branching logic, state management, and cognitive reasoning actions.
RAGScore
Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.
MySQL
MCP (Model Context Protocol) Server. Connects to MySQL databases to enable querying, analyzing, and manipulating data directly within conversation interfaces through a containerized Python server.
Airflow
Bridges Claude with Apache Airflow 3, enabling natural language orchestration and management of DAGs, tasks, and connections through the official Airflow API.
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 analysis.
Redis
Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing.
MySQL Database
MCP (Model Context Protocol) Server. Integrates with MySQL databases to enable secure query execution, schema management, and CRUD operations for structured data access and manipulation
Fastly CDN
A comprehensive MCP server that enables AI agents to manage Fastly CDN infrastructure, including service configuration, performance monitoring, and cache management via the Fastly CLI.
DeFi Trading Agent
A comprehensive DeFi trading MCP server that enables AI agents to perform market analysis, technical charting (OHLCV), and gasless swaps across 17+ blockchain networks. It integrates multi-chain portfolio management with 0x API swap aggregation and real-time market data from CoinGecko.
mcp-zap-server
A Spring Boot-based MCP server that integrates OWASP ZAP to automate web security tasks like spidering, active scanning, and vulnerability reporting via AI agents.