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Databases

PostgreSQL, MySQL, SQLite, MongoDB, and other database integrations

2,853 servers in this category

@mcp-prep/mcp-cockroachdb

MCP server package - managed by mcp-prep

NomadStays

The Nomad Stays MCP Server provides access to a curated database of remote-work-friendly accommodations around the world including prices, availability and wi-fi speed. This API supports both the Model Context Protocol (MCP) for AI assistants and standard REST endpoints for direct integration.

SQL Query Optimizer

An MCP server that provides advanced SQL performance analysis, automated query rewriting, and intelligent index recommendations across multiple database dialects using sqlglot.

3 tools

datalake-mcp-server

A FastAPI-based MCP server that allows AI assistants to interact with Delta Lake tables stored in MinIO using Apache Spark. It enables natural language data operations and read-oriented queries against a data lakehouse architecture.

KDD Conversacional (mcpDataAnalysis)

A conversational copilot that guides users through the Knowledge Discovery in Databases (KDD) process to perform automated data profiling, analysis, and modeling via natural language. It enables the creation of interactive dashboards and manages the end-to-end analytical workflow within a secure sandbox environment.

Universal Web Data Extraction Platform

Enables LLMs to extract content from websites using automated static and dynamic scraping engines with built-in anti-bot protections. It provides tools for web data retrieval and stores results in MongoDB with support for JSON and CSV exports.

Postgres Query

MCP (Model Context Protocol) Server. Provides a read-only PostgreSQL query server with strict validation, 10-second timeout, and secure database access via command-line connection strings.

1 tool

saij-mcp

Provides access to Argentina's official legal database (SAIJ) to search and retrieve judgments, legislation, summaries, and legal doctrine. It allows AI clients to query Argentine legal information and access metadata for various legal documents.

Azure SQL MCP Server

Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and generating data visualizations like charts.

Product Agent MCP Server

A FastMCP server providing tools to manage and query a product database stored in a JSON format. It enables users to perform operations such as filtering products by category and retrieving product data through a LangGraph agent interface.

Supabase

A secure bridge for AI assistants to explore Supabase database schemas, understand table relationships, and execute validated SQL queries.

3 tools

dune-mcp

Connect AI assistants to Dune Analytics to execute complex SQL queries across 20+ blockchains, manage saved queries, and perform custom data uploads.

19 tools

PostgreSQL MCP Server

A TypeScript-based Model Context Protocol server that enables AI assistants to perform secure database operations on PostgreSQL databases through structured tool interfaces.

Podbean

MCP server for managing your podcasts, episodes, and analytics through the Podbean API. Allows for updating, adding, deleting podcasts, querying show description, notes, analytics, and more.

20 tools

TestFlight Feedback MCP Server

Enables AI assistants to access TestFlight beta tester feedback, including screenshots, crash logs, and text comments from App Store Connect. It works across any platform without requiring Xcode, using official API keys and optional browser automation for full text feedback.

Music and Madness Sync Bridge

Enables synchronization and management of FoundryVTT journal entries within a Notion Story Bible, including media export and conflict resolution tools. It provides a Model Context Protocol interface for LLMs to preview, apply, and monitor data mirroring between tabletop RPG platforms and digital databases.

Python MCP Server Examples

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

Meeting Chief Lite

Automatically synchronizes meeting transcripts from Otter.ai to a local SQLite database for easy browsing and management. It enables semantic and keyword-based search across meeting history through integrated MCP tools for Claude and Cursor.

Kali MCP Pentest Server

Enables users to perform security testing and penetration testing tasks through a Docker-based API that provides access to popular security tools like nmap, nikto, sqlmap, wpscan, dirb, and searchsploit. Designed for educational purposes with input sanitization and non-root execution for safer pentesting workflows.

PocketBase MCP Server

A robust MCP server for PocketBase that combines schema migration management with full CRUD and file operations via REST API. It allows developers to generate, execute, and revert migrations while also managing records and files directly through an MCP-compliant client.

20 tools

MCP Spark Documentation Server

An MCP server that provides powerful full-text search and retrieval capabilities for Apache Spark documentation, featuring SQLite FTS5 BM25 ranking and section-based filtering.

2 tools

DBA MCP Server

A multi-vendor database management MCP server that enables LLMs to query, migrate, and synchronize schemas across PostgreSQL, MySQL, Oracle, SQL Server, and SQLite while maintaining persistent documentation context.

10 tools

Database MCP

A comprehensive interface for interacting with SQL databases using natural language, supporting PostgreSQL, MySQL, MSSQL, and SQLite with integrated schema exploration and result visualization.

replicant-mcp

A comprehensive MCP server for Android development that enables AI assistants to build, test, and debug applications via Gradle, ADB, and advanced UI automation including accessibility tree analysis and OCR fallback.

12 tools

Tenant Leasing Analytics

A specialized MCP server for property managers to analyze prospective tenant guest cards and local market rent data through SQL queries, automated email generation, and visual reporting charts.

8 tools

MCP Make Sound

A Model Context Protocol server for macOS that enables AI assistants to play system sounds for audio feedback, offering informational, warning, and error sound options.

sybase-iq-mcp-server-by-cdata

A read-only MCP server that enables LLMs to query Sybase IQ databases using natural language by wrapping the CData JDBC Driver into a standardized interface.

3 tools

medical-graphrag-assistant

A robust medical AI assistant that integrates FHIR clinical documents, knowledge graphs, and medical image search via InterSystems IRIS and NVIDIA NIM, enabling advanced GraphRAG capabilities.

14 tools

droidbar

The first bar for AI. Visit, chat with SERVO the bartender, and tip in tokens.

SuperDataAnalysis - DataMaster_MCP

Provides powerful data analysis capabilities for AI systems with functions for data import/export, SQL querying, statistical analysis, and data processing.