mcp-server-docker

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.

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.

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.

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.

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.

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.

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-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-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.

mongodb-lens

3.6

by furey

MongoDB Lens is a local Model Context Protocol (MCP) server that provides full-featured access to MongoDB databases using natural language via LLMs.

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-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-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.

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-duckdb

3.6

by ktanaka101

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

elasticsearch-mcp-server

3.6

by cr7258

A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. This server enables searching documents, analyzing indices, and managing cluster through a set of tools.

mssql_mcp_server

3.6

by RichardHan

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

mcp-tinybird

3.6

by tinybirdco

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

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.

mcp-snowflake-server

3.6

by isaacwasserman

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