Unlock AI-Driven Data Experiences with YugabyteDB MCP Server on AWS Marketplace
July 17, 2025
We’re excited to announce that the YugabyteDB MCP Server is now available on the AWS Marketplace in the new AI Agents and Tools category. This listing makes it easier than ever to integrate YugabyteDB into your AI workflows and unlock powerful natural language interactions with live, structured data.
Whether you’re building intelligent agents or exploring data through AI-enhanced editors, the YugabyteDB MCP Server provides a seamless bridge between your database and the large language models (LLMs) powering your applications.
What is the YugabyteDB MCP Server?
The YugabyteDB MCP Server is a lightweight, Python-based server that enables LLMs—such as Anthropic’s Claude—to securely connect to and query YugabyteDB. It supports the Model Context Protocol (MCP), a growing industry standard that allows AI tools to discover and use structured services like databases, file systems, or APIs.
With the MCP Server, developers can:
- Explore YugabyteDB data using natural language prompts
- Generate AI-powered visualizations from query results
- Enable LLMs to safely issue read-only SQL queries
- Integrate instantly with tools like Claude Desktop, Cursor, and Windsurf
Easily accessible on AWS Marketplace, teams can skip time-consuming procurement processes and deploy the YugabyteDB MCP Server in just a few minutes. All this is done with centralized billing and permissions via your existing AWS account.
Why Does Model Context Protocol (MCP) Matter?
Today’s LLMs are limited by the data they were trained on. They lack real-time access to enterprise systems and can’t take meaningful action unless integrated with external tools.
MCP solves this gap by offering a standardized, composable framework that connects LLMs to real-world services:
- MCP Clients are embedded in your AI application or agent
- MCP Servers wrap existing services (like YugabyteDB) and expose functionality as discoverable tools
- Tools are described in a machine-readable format that LLMs can understand and invoke, just like calling an API function
The result? A unified interface for LLMs to query data, send emails, schedule meetings, or perform other real-world tasks, without the need to create bespoke integration code.
Key Features of the YugabyteDB MCP Server
1. Instant Database Summarization
Quickly surface an overview of your database. The server summarizes tables, schemas, and row counts, giving AI tools the context they need to understand your data landscape in seconds.
2. Read-Only SQL Queries
Run safe, read-only SQL queries and receive results in structured JSON format. This prevents accidental data modifications while enabling rich data exploration.
3. AI-Driven Visualizations
When accessed from AI-driven chatbot clients like Claude Desktop or Cursor, you can instantly turn query results into visualizations with no BI tool required, thanks to the YugabyteDB MCP Server. Using a single line natural language command, you can create:
- Bar and line charts
- Pie charts and histograms
- Custom visual summaries
This makes it easier for developers, analysts, and agents to interpret large or complex datasets.
4. Fast MCP Compatibility
Built for modern AI workflows, the YugabyteDB MCP Server is compatible with FastMCP, enabling seamless integration with:
- Claude Desktop
- Cursor
- Windsurf Editor
Work with your data directly inside your development tools, no context-switching required.
5. Flexible Transport Support
The server supports two communication modes to suit different environments:
- STDIO: Ideal for local development and CLI integration
- Streamable HTTP: Great for scalable, remote setups
Both options are Docker-ready and configurable with a simple –transport flag.
Try the YugabyteDB MCP Server now via AWS Marketplace
The YugabyteDB MCP Server is just a few clicks away. By accessing it via AWS Marketplace, teams can skip vendor assessments, consolidate billing, and control access with familiar AWS tools.
Conclusion
The YugabyteDB MCP Server brings your AI stack and your operational data into the same conversation. Whether you’re building intelligent agents, exploring data in natural language, or visualizing results on the fly, this tool transforms how LLMs interact with YugabyteDB.
Backed by the power of the Model Context Protocol and now easily deployable via AWS Marketplace, there’s never been a better time to bring AI and your data together.
