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Database MCP Servers Setup Guide

mcp server for databases

HubSpot MCP Server

A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while

Project

Future location for a deployable MCP server to turn internal databases, APIs, and more services into MCP tools for internal LLM apps.

MCP-RAG

The MCP-RAG Server is an implementation of the Model Context Protocol (MCP) designed to enhance AI assistants by providing them with real-time access to relevant documentation through semantic vector

mcp-md-vector-search

A lightweight MCP server implementation that leverages PGLite and pgvector to perform efficient similarity searches on local Markdown documents using the Model Context Protocol (MCP).

✨ Awesome Model Context Protocol (MCP) Servers

🧩 Curated list of Model Context Protocol (MCP) servers that extend AI with real-world context: files, APIs, databases, and more.

ClickHouse MCP Server

A Model Context Protocol (MCP) server that connects to ClickHouse databases and allows LLMs like Claude to explore and analyze data through natural language queries.

MCP Pinecone Vector Database Server

Steampipe MCP Server

An MCP server that allows Claude to query Steampipe PostgreSQL databases directly. Connect Claude to your Steampipe instance to easily analyze data from AWS, GCP, and other cloud providers through nat

GraphRAG MCP Server

This is a MCP server I built to interact with my hybrid graph rag db.

Chaitin Ip Intelligence

helps you check IP reputations and supports direct subscription to complete malicious IP databases homepage: https://safepoint.cloud/landing/intelligence

Aleph-10: Vector Memory MCP Server

Vector Memory MCP Server - An MCP server with vector-based memory storage capabilities

🗄️ Couchbase MCP Server for LLMs

A Model Context Protocol (MCP) server that enables LLMs to interact directly with Couchbase databases. Query buckets, execute N1QL queries, and manage data seamlessly through natural language.

MCP Snowflake Reader

A Model Context Protocol (MCP) server that provides secure, read-only access to Snowflake databases. Allows LLMs to safely query tables and describe schemas without write permissions. Built with Pytho

YouTube MCP: AI-Powered Solution for Enhanced YouTube Experience 🚀

YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic sear

graphexpert2025

Comprehensive notes for Graph Databases and MCP Servers in order to have enough context from a LM to quickly get up to speed on Graph DB projects.

SQL Server Agent - Modal Context Protocol

A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural language and get structured SQL responses.

Database MCP Server (by Legion AI)

A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.

YouTube MCP Server

YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic sear

SQL Server Agent - Modal Context Protocol

A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural language and get structured SQL responses.

kuzu-mcp-server

A Model Context Protocol server that provides access to Kuzu databases

LanceDB

Qdrant Retrieve MCP Server

MCP server for semantic search with Qdrant vector database

MCP Database Server

A MCP (model context protocol) server that gives the LLM access to and knowledge about databases