mcp-qdrant-server-with-qdrant-db

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).

mysql_mcp_server

4.5

by designcomputer

MySQL MCP Server is a Model Context Protocol implementation that facilitates secure interaction between AI applications and MySQL databases.

dbhub

4.4

by bytebase

DBHub is a universal database gateway implementing the Model Context Protocol (MCP) server interface.

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.

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.

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.

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.

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.

anyquery

3.7

by julien040

Anyquery is a versatile SQL query engine that allows users to run SQL queries on various data sources, including files, databases, and applications, with support for LLMs and MySQL server functionality.

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.

osv-mcp

3.7

by StacklokLabs

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

mcp-google-sheets

3.7

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.

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.

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.

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.

airtable-mcp-server

3.6

by domdomegg

A Model Context Protocol server that provides read and write access to Airtable databases, enabling LLMs to inspect database schemas and manage records.

mcp-server-splunk

3.6

by jkosik

A Go implementation of the MCP server for Splunk, supporting STDIO and SSE (Server-Sent Events HTTP API) using the github.com/mark3labs/mcp-go SDK.

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-server-weaviate

3.6

by weaviate

Weaviate MCP Server is a protocol server designed to interact with the Weaviate vector database, providing functionalities for inserting and querying data.

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.

postgres-mcp-server

3.6

by aadarshjain

A Model Context Protocol (MCP) server implementation for PostgreSQL database exploration and querying.

mcp-database-server

3.6

by executeautomation

The MCP Database Server provides database access capabilities to Claude, supporting SQLite, SQL Server, and PostgreSQL databases.