This sample demonstrates the integration of AWS Bedrock's Conversational AI capabilities with relational databases through the Model Context Protocol (MCP) Server architecture.
About Sample for Bedrock Integration with Database MCP Server
The sample leverages Bedrock's Converse API to enable natural language interactions with databases in query-only mode, while the MCP Server handles the complexities of database operations and security protocols.
The architecture serves as a reference implementation for developers looking to incorporate Generative AI capabilities into their database applications. While the sample focuses on RDS PostgreSQL & SQLite the pattern can be readily adapted for other database systems that support MCP Server integration.
Details on this page are taken from the project's README. Open README
VS Code integrates MCP with GitHub Copilot through agent mode, allowing direct interaction with MCP-provided tools in your agentic coding workflow. Configure servers in Claude Desktop, workspace, or user settings, with guided MCP installation and secure handling of secrets in input variables to avoid leaking hardcoded keys.
The Model Context Protocol (MCP) standardizes how Large Language Models (LLMs) talk to external services like Supabase. It connects AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data. See the full list of tools.
Database
Genai Toolbox
googleapis/genai-toolbox
769
MCP Toolbox for Databases is an open source Model Context Protocol (MCP) server that connects your AI agents, IDEs, and applications directly to your enterprise databases.
Database
Supabase MCP Server
alexander-zuev/supabase-mcp-server
677
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.
Database
Awesome MCP List
MobinX/awesome-mcp-list
645
This is a continuously updated curated list of MCP servers, covering categories such as browser control, arts and culture, cloud platforms, command line, communication, customer data platforms, databases, developer tools, data science tools, file systems, finance and fintech, gaming, knowledge and memory, location services, marketing, monitoring, search and utilities. Each project includes a GitHub link and star count for quick reference and use.
Database
PostgreSQL Model Context Protocol (PG MCP) Server
stuzero/pg-mcp-server
440
PG-MCP is a server implementation of the Model Context Protocol for PostgreSQL databases. It provides a comprehensive API for AI agents to discover, connect to, query, and understand PostgreSQL databases through MCP's resource-oriented architecture.
Database
dbhub
bytebase/dbhub
332
[!NOTE] If you need an enterprise-level database MCP server with built-in guardrails like approval flow, access control, data masking, and audit logging beyond what DBHub offers, check out Bytebase.