anhnx000/model_context_protocol_examples

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).

dbhub

4.4

by bytebase

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

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.

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.

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.

mariadb-mcp-server

3.7

by rjsalgado

This MCP server provides access to MariaDB / MySQL databases, allowing users to list databases, tables, describe table schemas, and execute SQL queries with security features.

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.

mongodb-mcp-server

3.7

by mongodb-js

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

mcp-proxy

3.7

by TBXark

An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.

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-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-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.

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.

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.

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.

firebase-mcp

3.6

by gannonh

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

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.

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.

notion-mcp-server

3.6

by awkoy

Notion MCP Server is a Model Context Protocol server implementation that enables AI assistants to interact with Notion's API, providing tools for reading, creating, and modifying Notion content through natural language interactions.