Databases

A robust MCP server for DuckDB and MotherDuck that enables high-performance SQL analytics, hybrid local/cloud execution, and S3 data processing directly within AI assistants.

The official Redis MCP Server provides a natural language interface for AI agents to manage and search Redis data structures including hashes, lists, streams, and JSON documents, with integrated vector search capabilities.

Read and write access to Airtable databases, with schema inspection.

A robust SQLAlchemy-based MCP server that connects Claude to various SQL databases like PostgreSQL, MySQL, and SQLite for schema exploration and data analysis. It features connection pooling, smart result truncation, and integration for handling large datasets.

A centralized enterprise-grade MCP gateway and registry that provides secure OAuth governance, dynamic tool discovery, and unified access for both autonomous agents and AI coding assistants.

A comprehensive collection of 60+ LLM agent skeletons and ecosystem guides providing templates for multi-agent collaboration, RAG, and domain-specific AI automation.

A Model Context Protocol server that allows LLMs to interact with any GraphQL API through dynamic schema introspection and query execution.

A multi-database MCP server that dynamically generates specialized tools for MySQL, PostgreSQL, SQLite, and TimescaleDB, allowing AI assistants to perform complex queries, schema analysis, and transaction management.

This MCP server integrates BloodHound with AI models to analyze Active Directory and Azure environments using natural language, leveraging over 75 specialized tools based on Cypher queries.

A code intelligence server that indexes local codebases into graph databases (Neo4j or FalkorDB) to perform deep analysis of function call chains, class hierarchies, and code complexity.

Skillz converts local Claude-style skills (SKILL.md and scripts) into callable tools and resources for any MCP client, supporting directory-based discovery and sandboxed execution.

An MCP server to create secure code sandbox environment for executing code within Docker containers.

QueryWeaver is a Text2SQL engine that uses graph-powered schema understanding to convert natural language into SQL queries and execute them against relational databases.

A professional MySQL MCP server that provides comprehensive database management including CRUD operations, anomaly analysis, SQL optimization, and health monitoring.

A Model Context Protocol server that enables secure integration with Microsoft SQL Server, allowing for database management, table listing, and SQL query execution through Claude Desktop.

A Model Context Protocol server that enables natural language control of iOS simulators using Facebook's IDB tool, supporting app management, UI interaction, and debugging.

A robust PostgreSQL database connector for MCP that features GitHub OAuth authentication and granular role-based access control, allowing read access for all users while restricting write operations to authorized GitHub accounts.

A versatile MCP server providing direct database management and query capabilities for SQLite, SQL Server, PostgreSQL, and MySQL, including AWS RDS with IAM authentication.

A Model Context Protocol server that enables LLMs to interact with MongoDB databases, supporting schema inspection, smart ObjectId handling, and both read/write operations.

A robust Odoo ERP integration for AI assistants, providing full access to Odoo data records, model structures, and custom method execution via XML-RPC.

A RAG-based MCP server that enables AI assistants to search, index, and retrieve documentation in real-time using a Qdrant vector database.

A persistent memory system that uses semantic search and AI embeddings to provide long-term recall and session continuity across different AI agents.

A comprehensive database management extension for VS Code that supports over 40 databases, offering data editing, AI-assisted querying, ER diagrams, and secure report sharing.

MCPBench is an evaluation framework designed to benchmark MCP servers across web search, database query, and GAIA tasks, measuring accuracy, latency, and token consumption.

AgentChat is a comprehensive LLM platform integrating LangChain and the Model Context Protocol (MCP) to support multi-agent collaboration, RAG, and extensive tool calling for tasks like web search and document processing.

🗄️ An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

A tool that enables AI assistants to interact with Figma designs by viewing node thumbnails, reading file contents, and managing comments through the Figma REST API.

An MCP server for the Milvus vector database, providing tools for advanced vector search, full-text search, hybrid querying, and comprehensive collection management.

A Model Context Protocol server that provides standardized tools for LLMs to interact with Redis databases, including key-value storage, retrieval, and pattern matching.