meilisearch-hybrid-search-mcp

mindsdb

4.5

by mindsdb

MindsDB is an open-source server that enables seamless interaction with large-scale federated data using the Model Context Protocol (MCP).

mcp-server-neon

4.3

by neondatabase-labs

Neon MCP Server is an open-source tool that enables natural language interaction with Neon Postgres databases.

prisma

4.1

by prisma

Prisma is a next-generation ORM for Node.js and TypeScript, providing tools for data modeling, migrations, and querying databases.

gateway

4.0

by centralmind

CentralMind Gateway is a tool designed to expose databases to AI agents via MCP or OpenAPI protocols, providing secure, LLM-optimized APIs.

mysql_mcp_server_pro

3.9

by wenb1n-dev

mcp_mysql_server_pro is a comprehensive MySQL server tool that extends beyond basic CRUD operations to include database anomaly analysis and custom tool extensions.

mcp-server

3.9

by keboola

Keboola MCP Server connects AI agents and MCP clients to Keboola, enabling data access and transformations without glue code.

postgres-mcp

3.8

by crystaldba

Postgres MCP Pro is an open-source Model Context Protocol server designed to enhance database performance and management through advanced tools and features.

genai-toolbox

3.8

by googleapis

MCP Toolbox for Databases is an open source MCP server for databases, designed to simplify and secure the development of database tools.

azure-mcp

3.8

by Azure

The Azure MCP Server implements the MCP specification to create a seamless connection between AI agents and Azure services.

notion-mcp-server

3.7

by makenotion

This project implements an MCP server for the Notion API, allowing integration with LLMs.

supabase-mcp-server

3.7

by alexander-zuev

Query MCP is an open-source MCP server that lets your IDE safely run SQL, manage schema changes, call the Supabase Management API, and use Auth Admin SDK — all with built-in safety controls.

mcp-clickhouse

3.7

by ClickHouse

An MCP server for ClickHouse that allows executing SQL queries and managing databases and tables.

osv-mcp

3.7

by StacklokLabs

An MCP server providing access to the OSV database for querying vulnerability information.

atlas-mcp-server

3.6

by cyanheads

ATLAS (Adaptive Task & Logic Automation System) is a project, knowledge, and task management system for LLM Agents, implemented as a Model Context Protocol (MCP) server.

db-mcp-server

3.6

by FreePeak

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

mcp-google-sheets

3.6

by xing5

mcp-google-sheets is a Python-based MCP server that connects MCP-compatible clients to Google Sheets API for automation and data manipulation.

mcp-alchemy

3.6

by runekaagaard

MCP Alchemy is a model context protocol server that connects Claude Desktop to various databases, enabling advanced database exploration and query execution.

xiyan_mcp_server

3.6

by XGenerationLab

XiYan MCP Server is a Model Context Protocol server that enables natural language queries to databases, powered by XiYan-SQL, a state-of-the-art text-to-SQL model.

mcp-1panel

3.6

by 1Panel-dev

1Panel MCP Server is an implementation of the Model Context Protocol (MCP) server for 1Panel, providing a range of tools for system, website, certificate, application, and database management.

postg-mem

3.6

by dariogriffo

PostgMem is a .NET-based MCP server that provides vector memory storage using PostgreSQL and pgvector for AI applications.

prometheus-mcp-server

3.6

by pab1it0

A Model Context Protocol (MCP) server for Prometheus, enabling access to Prometheus metrics and queries through standardized MCP interfaces.

mcp-pinecone

3.6

by sirmews

The Pinecone Model Context Protocol Server for Claude Desktop allows users to read and write to a Pinecone index, facilitating operations like semantic search and document processing.

mssql_mcp_server

3.6

by RichardHan

A Model Context Protocol (MCP) server that enables secure interaction with Microsoft SQL Server databases.

supabase-mcp

3.6

by coleam00

A Model Context Protocol (MCP) server that provides tools for interacting with a Supabase database. This server enables AI assistants to perform database operations through a standardized interface.

mcp-server-bigquery

3.6

by LucasHild

A Model Context Protocol server that provides access to BigQuery, enabling LLMs to inspect database schemas and execute queries.

MCPServerForMSSQL

3.6

by shakunvohradeltek

This repository contains the SQL Server MCP (Model Context Protocol) integration for Claude, allowing direct querying and analysis of SQL Server databases using natural language.

mcp-mysql-server

3.6

by f4ww4z

A Model Context Protocol server that provides MySQL database operations, enabling AI models to interact with MySQL databases through a standardized interface.