Data & Analytics
BigQuery, Snowflake, and data analysis tools
6,926 servers in this category
MySQL
A comprehensive MCP server for MySQL that allows AI models to perform CRUD operations, manage transactions, and analyze query performance through a secure JSON-RPC interface.
TikTok Ads
An MCP server for interacting with TikTok advertising platforms for campaign management, performance analytics, audience targeting, creative management, and custom reporting.
Aviationstack
An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.
GraphQL
MCP (Model Context Protocol) Server. Transforms any GraphQL API into dynamic tools through automatic schema introspection, enabling direct access to structured data with parameter validation and configurable security controls.
Saga MCP
A Jira-like project tracker MCP server for AI agents. SQLite-backed, per-project scoped, with full hierarchy and activity logging — so LLMs never lose track. No more scattered markdown files. saga-mcp gives your AI assistant a structured database to track projects, epics, tasks, subtasks, notes, and decisions across sessions.
Aiven
MCP (Model Context Protocol) Server. Provides direct access to Aiven's cloud database and messaging services, enabling management of PostgreSQL, Kafka, ClickHouse, Valkey, and OpenSearch infrastructure through the Aiven API.
Task Master
MCP (Model Context Protocol) Server. Integrates with an external task API to provide CRUD operations for task management, enabling natural language interactions for task creation, filtering, and progress reporting.
Kubernetes Read-Only
A read-only Model Context Protocol server for Kubernetes that allows AI assistants to safely inspect cluster resources, retrieve logs, and monitor performance metrics without risk of modification.
Kintone
MCP (Model Context Protocol) Server. Integrates with Kintone's low-code platform API, enabling data retrieval, record creation, and workflow automation in Kintone applications.
smartlead-mcp-server
🚀 Premier Model Context Protocol server for SmartLead cold email marketing automation. Complete API integration with 113 tools for campaign management, lead tracking, deliverability optimization, and analytics. Works with Claude Desktop, Cursor, Windsurf, Continue.dev. Zero-config NPX installation.
Amap Navigator
MCP (Model Context Protocol) Server. Integrates with Amap API to provide location-based services including geocoding, weather information, driving routes, and location suggestions for applications requiring real-time geographic data in the Chinese market.
YouTube to Sheets
A specialized MCP server that bridges YouTube search capabilities with Google Sheets for automated video data collection and organization. It allows users to search for content and automatically log metadata like titles, URLs, and channel info directly into a spreadsheet.
DuckDB
A high-performance analytical database MCP server that enables AI to query local and remote data sources like CSV, Parquet, and JSON using DuckDB's SQL syntax.
MLB Stats
An MCP server providing comprehensive access to MLB statistics through the Stats API and pybaseball, featuring Statcast data, player/team lookups, and visual analytics like strike zone plots.
mcp-boilerplate
A powerful, production-ready MCP server implementing the Model Context Protocol with robust SSE transport, built-in tools, and comprehensive error handling. Seamlessly connect AI models to data sources with enterprise-grade stability and performance.
Codebase Insight
An MCP server that provides deep codebase analysis through semantic search, pattern detection, and a Qdrant-powered knowledge base for repository understanding.
ThousandEyes MCP
A Cisco ThousandEyes v7 API integration that enables AI assistants to monitor network performance, query test results, and analyze dashboard widgets using natural language. It provides read-only access to network health metrics, path visualizations, and agent statuses for faster infrastructure troubleshooting.
Next.js Documentation
MCP (Model Context Protocol) Server. Provides structured access to Next.js documentation URLs organized by categories including routing, data fetching, API routes, deployment, and optimization, enabling accurate responses grounded in current Next.js documentation.
SigNoz
The SigNoz MCP server enables AI assistants to interface with the SigNoz observability platform to manage dashboards, query APM metrics, and execute custom ClickHouse SQL for logs and traces.
data-commons-search
The EOSC Data Commons Search server provides natural language search capabilities over open-access datasets using OpenSearch and LLM-assisted discovery via the Model Context Protocol.
Bangumi TV
MCP (Model Context Protocol) Server. Integrates with Bangumi TV API to retrieve anime information, user data, and media details for tracking and discovering anime and manga collections
NBA
A specialized MCP server that leverages the nba_api to fetch historical and recent NBA game scores, player statistics, and advanced performance metrics.
Dokploy
MCP (Model Context Protocol) Server. Middleware layer for managing containerized applications and infrastructure through Dokploy API with advanced connection management and simplified tool organization for project, application, database, and Docker container operations.
Simple PostgreSQL
MCP (Model Context Protocol) Server. Provides direct SQL query execution against PostgreSQL databases with configurable read-only and write operation modes, connection pooling, and built-in query validation for database analysis and administrative tasks.
IBM watsonx.data intelligence
A specialized MCP server for integrating with IBM Watsonx Data Intelligence services, providing governance, cataloging, and lineage capabilities for enterprise data.
Tesla Fleet API
MCP (Model Context Protocol) Server. Integrates with the Tesla Fleet API to enable vehicle monitoring and control through OAuth 2.0 authentication, allowing for wake-up commands, information retrieval, and real-time data refreshing of Tesla vehicles.
open-targets-platform-mcp
A specialized MCP server for interacting with the Open Targets Platform GraphQL API, enabling AI assistants to perform drug discovery research and find target-disease associations.
YNAB
A Model Context Protocol (MCP) server for integrating with YNAB (You Need A Budget), allowing AI assistants to securely access and analyze your financial data.
DBT Semantic Layer
MCP (Model Context Protocol) Server. Integrates with the DBT Semantic Layer API to enable querying and analysis of data models defined in DBT, supporting report generation, ad-hoc analysis, and data-driven application development.
MCPQL (SQL Server)
A robust SQL Server connector for MCP that enables comprehensive database analysis, schema inspection, stored procedure execution, and data exploration with built-in security controls.