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SQL Server MCP Server

SQL Server MCP Server - Provides SQL Server database access via Model Context Protocol

Teradata MCP Server

MCP Server for Teradata database

mcp-docs-reader

A lightweight MCP server that loads PDF files, extracts and chunks their text, builds a semantic vector index, and returns relevant passages to Claude or other AI agents for document-based question an

Database MCP Servers Setup Guide

mcp server for databases

MySQL Database Access MCP Server

knowledge-mcp

MCP Server that serves knowledge from a Neo4J Database

MySQL Database Access MCP Server

Generic MCP Server

A sample Model Context Protocol (MCP) server for movie database interactions. Built with TypeScript, Express, and the MCP SDK, it enables AI agents to search and discover films, actors, and directors

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

MCP-Mem0: Your Gateway to Long-Term Agent Memory 🚀

MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!

VAST DB MCP Server

An MCP server for agentic integration with the VAST Database and Catalog.

Project

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

JDBC-MCP - Database Access for AI Assistants

JDBC MCP modified from quarkus-mcp-servers

Law Office SQLite MCP Server

MCP server for law office database management

Azure Database for PostgreSQL MCP Server (Preview)

Azure Database for PostgreSQL MCP Server

Redis MCP Server

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

🦊 MCPBench: A Benchmark for Evaluating MCP Servers

The evaluation benchmark on MCP servers

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

PostgreSQL

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).

Data Dictionary MCP

A Model Context Protocol (MCP) server that coordinates AI agents to transform database tables into Wikipedia-style data dictionaries.

✨ 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