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The Model Context Protocol (MCP) is an open standard for AI model communication.
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Documentation

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Database servers

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  • mcp-snowflake-server

    165

    This repository provides a Model Context Protocol (MCP) server for interacting with Snowflake databases, offering tools for querying, schema exploration, and appending data insights to a dynamic memo resource.

    Python
  • mcp-server-duckdb

    165

    This repository provides a Model Context Protocol (MCP) server for DuckDB, enabling database interaction through a unified SQL query tool. It supports querying, table creation, and schema inspection while offering readonly protection.

    Python
  • mcp-bigquery-server

    121

    This repository provides a server enabling LLMs like Claude to interact directly with BigQuery data using natural language. It leverages the Model Context Protocol for secure and efficient AI-database communication.

    JavaScript
  • mcp-server-bigquery

    120

    This repository provides a Model Context Protocol (MCP) server for accessing BigQuery, enabling LLMs to inspect schemas and execute SQL queries. It supports listing tables, describing schemas, and running queries

    Python
  • mcp-server-starrocks

    118

    The StarRocks MCP Server bridges AI assistants and StarRocks databases, enabling direct SQL execution and database exploration without complex setup. It offers tools for querying and resources for database introspection.

    Python
  • mcp-mysql-server

    110

    This repository provides a Model Context Protocol (MCP) server enabling AI models to interact with MySQL databases through a standardized interface for executing queries and managing data. This repository provides

    JavaScript
  • airtable-mcp

    66

    This repository hosts an Airtable MCP server designed for managing Airtable through Claude Desktop or other MCP clients. It features staged table building and includes system prompt and project knowledge

    JavaScript
  • mcp-neo4j-server

    55

    This repository provides an MCP server that integrates Neo4j graph databases with Claude Desktop, enabling natural language interaction for graph database operations. It offers tools for executing queries and managing

    TypeScript
  • adx-mcp-server

    48

    This repository provides an MCP server for Azure Data Explorer, enabling AI assistants to execute KQL queries and explore data through standardized interfaces. It supports authentication, resource discovery, and Docker containerization.

    Python
  • mssql_mcp_server

    47

    The MSSQL MCP Server enables secure interaction with MSSQL databases for AI assistants by listing tables, reading data, and executing controlled SQL queries. It ensures safer database exploration with permission

    Python
  • chroma

    38

    This repository implements a Model Context Protocol (MCP) server using Chroma, providing vector database capabilities for semantic document search, metadata filtering, and persistent document management. This repository implements a Model

    Python
  • mcp-server-arangodb

    38

    This TypeScript-based MCP server provides ArangoDB interaction, offering tools for querying, inserting, updating, removing, backing up, listing, and creating collections, enabling seamless database operations and integration with MCP tools.

    TypeScript
  • mssql-mcp

    38

    The MSSQL MCP Server enables database interaction and business intelligence by running SQL queries, analyzing data, and generating business insight memos, adapting SQLite modifications for MSSQL. The MSSQL MCP Server

    Python
  • aws-athena-mcp

    34

    This repository provides a Model Context Protocol (MCP) server that allows AI assistants to execute SQL queries against AWS Athena databases. It retrieves query results, enabling AI to interact with your data.

    TypeScript
  • REDIS-MCP-Server

    29

    This repository provides a Redis Model Context Protocol (MCP) server implementation, enabling LLMs to interact with Redis databases through standardized tools like set, get, delete, and list. This repository provides

    JavaScript
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