Awesome MCP Servers

MCP Persistence: your AI Agent now creates and manages databases on its own

Provides semantic search capabilities for PostgreSQL databases using the pgvector extension, with support for multiple embedding providers.

An MCP server for querying a PostgreSQL database in read-only mode.

A server that enables AI models to interact with PostgreSQL databases through a standardized interface.

A Python server providing Retrieval-Augmented Generation (RAG) functionality. It indexes various document formats and requires a PostgreSQL database with pgvector.

An MCP server for querying databases and managing Kubernetes clusters.

Fetches and caches RSS feeds using a SQLite database for use with LLMs via the MCP protocol.

A collection of MCP servers for browser automation and database interaction, supporting Puppeteer, Postgres, MySQL, and Parquet.

Read-only access to Snowflake databases. Requires Snowflake connection information provided via MCP client configuration.

A Node.js MCP server for interacting with local SQLite databases, runnable via npx.

Logs statistical variations and unusual events in conversation structures to a SQLite database.

A server for managing and querying Vertica databases, including connection, schema, and security management.

A meta-server for discovering and provisioning other MCP servers from a large database.

You are working with the MCP MySQL Operations Server, a powerful tool that provides comprehensive MySQL database monitoring and analysis capabilities through natural language queries. This server offers 19 specialized tools for database administration, performance monitoring, and system analysis.

MCP-PostgreSQL-Ops is a professional MCP server for PostgreSQL database operations, monitoring, and management. Supports PostgreSQL 12-17 with comprehensive database analysis, performance monitoring, and intelligent maintenance recommendations through natural language queries.

A self-hosted MCP Server registry for private AI agents, supporting both PostgreSQL and SQLite databases.

Interact with your Mealie recipe database to manage and find recipes.

An AI-powered API for medical research, unifying ClinicalTrials.gov, PubMed, and FDA databases with intelligent analysis.

A production-ready Model Context Protocol (MCP) server that provides a powerful, vector-native memory bank for AI agents. Built with the Protocol-Lattice Go Agent Framework, this server offers persistent, searchable, and shareable memory with multiple database backends.

An MCP server for intelligent tool routing, using a Qdrant vector database and LM Studio for embeddings.

Integrate with Metabase to query databases and visualize data. Requires Metabase URL and API key for authentication.

Allows AI to interact with Microsoft Access databases, supporting data import and export via CSV files.

A server for secure interaction with Microsoft SQL Server databases using environment variables for configuration.

A Model Context Protocol (MCP) server for connecting to and querying Microsoft SQL Server databases.

A .NET-powered MCP server for interacting with Microsoft SQL Server databases.

Interact with Gibson projects to create/update projects, explain database/API interactions, and write code within your IDE.

A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases

An MCP server for interacting with a MongoDB database.

Interact with MongoDB databases and MongoDB Atlas.

Provides read-only access to MongoDB databases through standardized MCP tools and resources.