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googleapis/mcp-toolbox

Connects AI agents, IDEs, and applications to enterprise databases via an open-source Model Context Protocol (MCP) server, offering prebuilt tools and a framework for custom, secure data interaction.

Core Features

Out-of-the-Box Database Access (Prebuilt Tools)

Custom Tools Framework for Production AI Agents

Simplified Development & Integration (ADK, LangChain, LlamaIndex)

Enhanced Security (Integrated Auth, Restricted Access)

End-to-end Observability (OpenTelemetry)

Detailed Introduction

MCP Toolbox for Databases is an open-source server implementing the Model Context Protocol (MCP), designed to bridge AI agents, IDEs, and applications with enterprise databases. It serves a dual purpose: providing ready-to-use generic tools for instant data exploration and code generation, and offering a robust framework for building highly secure, specialized AI tools. This enables developers to safely define structured queries, semantic search, and NL2SQL capabilities, enhancing productivity and data interaction with integrated authentication and observability.