mochow-mcp-server-python

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-notion-server

4.3

by suekou

MCP Server for the Notion API, enabling LLM to interact with Notion workspaces. Additionally, it employs Markdown conversion to reduce context size when communicating with LLMs, optimizing token usage and making interactions more efficient.

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.

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.

mcp-server-qdrant

3.8

by qdrant

The mcp-server-qdrant is a Model Context Protocol server designed to integrate with the Qdrant vector search engine, providing a semantic memory layer for storing and retrieving information.

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-server-elasticsearch

3.7

by elastic

This server connects agents to your Elasticsearch data using the Model Context Protocol, allowing interaction with Elasticsearch indices through natural language conversations.

osv-mcp

3.7

by StacklokLabs

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

mongodb-mcp-server

3.7

by mongodb-js

A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas.

mcp-server-motherduck

3.6

by motherduckdb

An MCP server implementation that interacts with DuckDB and MotherDuck databases, providing SQL analytics capabilities to AI Assistants and IDEs.

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-server-milvus

3.6

by zilliztech

The MCP Server for Milvus enables seamless integration between LLM applications and the Milvus vector database, providing a standardized way to connect LLMs with the context they need.

mcp-graphql

3.6

by blurrah

A Model Context Protocol server that enables LLMs to interact with GraphQL APIs, providing schema introspection and query execution capabilities.

mcp-mongo-server

3.6

by kiliczsh

A Model Context Protocol server that enables LLMs to interact with MongoDB databases, providing capabilities for inspecting collection schemas and executing MongoDB operations through a standardized interface.

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.

mongo-mcp

3.6

by QuantGeekDev

A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language.

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-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.

mcp-redis

3.6

by redis

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

meilisearch-mcp

3.6

by meilisearch

A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces like Claude.

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.

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-snowflake-server

3.6

by isaacwasserman

A Model Context Protocol (MCP) server implementation that provides database interaction with Snowflake.