gergelyszerovay_mcp-server-qdrant-retrive

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.

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.

supabase-mcp

3.8

by supabase-community

Connect your Supabase projects to AI assistants using the Model Context Protocol (MCP) server.

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.

notion-mcp-server

3.7

by makenotion

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

mcp-server-mysql

3.7

by benborla

A Model Context Protocol server for MySQL databases using NodeJS, enabling LLMs to inspect schemas and execute SQL queries.

osv-mcp

3.7

by StacklokLabs

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

chroma-mcp

3.7

by chroma-core

Chroma MCP Server is an open-source embedding database server that facilitates the integration of LLM applications with external data sources using the Model Context Protocol.

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.

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.

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.

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.

firebase-mcp

3.6

by gannonh

Firebase MCP enables AI assistants to work directly with Firebase services, including Firestore, Storage, and Authentication.

mcp-server-duckdb

3.6

by ktanaka101

A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities through MCP tools.

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-tinybird

3.6

by tinybirdco

An MCP server to interact with a Tinybird Workspace from any MCP client.

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.

doris-mcp-server

3.6

by apache

Doris MCP Server is a backend service built with Python and FastAPI, designed to connect to Apache Doris databases and potentially leverage LLMs for tasks like NL2SQL.

mcp-snowflake-server

3.6

by isaacwasserman

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