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Data & Analytics

BigQuery, Snowflake, and data analysis tools

6,926 servers in this category

Kubernetes Read-Only

11

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.

10 tools

MySQL

11

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.

7 tools

Aviationstack

11

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.

7 tools

Amap Navigator

11

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.

mcp-boilerplate

11

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.

1 tool

Next.js Documentation

11

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.

data-commons-search

11

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.

2 tools

Codebase Insight

11

An MCP server that provides deep codebase analysis through semantic search, pattern detection, and a Qdrant-powered knowledge base for repository understanding.

DuckDB

11

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.

1 tool

open-targets-platform-mcp

11

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.

4 tools

Garmin Workouts MCP Server

11

A Garmin Connect integration that allows users to create, schedule, and manage workouts using natural language, as well as retrieve detailed health activity history and weather data.

10 tools

Task Master

11

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.

4 tools

MySQL Database Explorer

11

A Model Context Protocol server that provides secure, read-only access to MySQL databases, allowing LLMs to discover table schemas and execute SELECT queries.

1 tool

Saga MCP

11

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.

MLB Stats

11

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.

GraphDB

10

MCP (Model Context Protocol) Server. Provides read-only access to Ontotext GraphDB repositories, enabling exploration of RDF graphs through SPARQL queries and structured views of repository data including class lists, predicates, statistics, and sample data.

2 tools

qdrant-mcp-server

10

MCP server for semantic search using local Qdrant vector database and OpenAI embeddings

13 tools

Weblate

10

A comprehensive MCP server that integrates with Weblate translation management systems, providing tools for project management, translation operations, and statistical reporting. It enables AI assistants to perform complex localization tasks using natural language or structured API calls.

20 tools

Graphistry

10

MCP (Model Context Protocol) Server. GPU-accelerated graph visualization and analytics for LLMs.

16 tools

Smartsheet for Healthcare

10

MCP (Model Context Protocol) Server. Integrates Smartsheet for healthcare analytics, enabling efficient data management and analysis in clinical research and hospital operations.

34 tools

Trino

10

MCP (Model Context Protocol) Server. Integrates with Trino databases to enable natural language querying, data analysis, and SQL execution via a FastAPI-based REST interface.

Laravel Telescope

10

MCP (Model Context Protocol) Server. Extends Laravel Telescope by exposing application telemetry data for natural language querying of logs, slow queries, HTTP requests, exceptions, and jobs directly within your coding environment.

19 tools

ConnectWise Manage API

10

MCP (Model Context Protocol) Server. Bridges Claude with the ConnectWise Manage API through a SQLite database built from API definitions, enabling natural language search, categorized navigation, and fast memory for efficient IT service ticket management and company information retrieval.

11 tools

Cloudbet

10

Structured sports and esports data via Cloudbet API: fixtures, live odds, stake limits, and markets.

1 tool

Enhanced PostgreSQL

10

MCP (Model Context Protocol) Server. Enables full PostgreSQL database management with read/write operations, transaction handling, and schema modifications through parameterized queries that prevent SQL injection.

10 tools

aaPanel

10

MCP (Model Context Protocol) Server. Bridges AI with aaPanel web hosting control panel for managing websites, databases, Docker containers, and system resources through Go-based API integration.

Supabase

10

MCP (Model Context Protocol) Server. Integrates with Supabase databases to enable SQL query execution, database management, and user authentication operations with configurable read-only or read-write access modes.

10 tools

MySQL Database

10

MCP (Model Context Protocol) Server. Integrates with MySQL databases to enable read-only schema inspection and query execution, ensuring data integrity and security for analytical applications.

Gel Database

10

MCP (Model Context Protocol) Server. Integrates with Gel databases to enable automated schema discovery, query validation, and execution of EdgeQL and TypeScript queries for database interactions and management tasks.

5 tools

aicastle-school-openai-api-agent-project

10

A resource hub and educational framework for building custom AI agents using OpenAI, featuring market data integration and fine-tuning examples.