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Tool connections (MCP)

MCP Toolbox for Databases

googleapis/mcp-toolbox

MCP Toolbox for Databases: Query data in a database through an MCP-compatible assistant.

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What is MCP Toolbox for Databases?

Prepared by LessAI Tools from public project documentation

MCP Toolbox for Databases's documentation describes these tasks: query data in a database. It is intended for developers connecting external tools or information to an MCP-compatible assistant; the repository includes a server entry point and implementation. Read the project setup guide and check the runtime, authorization, and permissions before using it. This introduction is based on documentation; we have not installation-tested each discovered project. Configure credentials and permissions for the database you connect. Database hosting and AI-provider charges are separate.

MCP Toolbox for Databases setup documentation

Setup requirements have not been reviewed yet. Check the project’s setup guide.

Setup and usage guide ↗

Based on public documentation; not individually installed and tested here.

MCP Toolbox for Databases use cases

  • Query data in a database

Official project & documentation

View source code ↗Project website ↗Setup and usage guide ↗

The project’s original description

MCP Toolbox for Databases is an open source MCP server for databases.

Alternatives to MCP Toolbox for Databases for similar tasks

Matches the main use case first, then shared tasks and stars. Setup methods may differ.

  • Graphiti MCP Server — Graphiti MCP Server: Query data in a database through an MCP-compatible assistant.
  • AntV MCP Server Chart — Let AI turn data into line charts, bar charts, and diagrams.
  • Supabase MCP — Let AI inspect Supabase data and schemas to assist with development and debugging.

Sources and ranking

This directory lists AI development plugins with public source code and a clear purpose. Browse by task, then open an introduction to learn what a project does, who it is for, and what you need to get started. It covers selected projects, not every AI plugin.

How do the three plugin types differ?

Tool connections (MCP) let AI assistants use external tools such as browsers, code repositories and databases. MCP is the protocol used for these connections.

Reusable skills give a compatible AI assistant instructions and guidance for a particular task.

Editor plugins run inside the software you use to write code, adding AI chat, completions or suggested edits.

How does “Most starred” work?

Projects are sorted by their total GitHub stars. Stars indicate interest; they are not downloads, active users or quality scores. A skill pack counts as one project. Daily star growth is not shown without historical records.

What does “Recently updated” mean?

It uses the most recent code push, which may not be a new release. The 7-day filter checks that project update time; ranking still uses all-time stars. Each introduction shows when its star count was collected. Failed updates keep the last saved data.

Introductions are based on public project documentation. These projects have not each been installed and tested here. Check the project documentation for setup, compatibility and service costs. Refreshing this list only reads saved data; it does not start collection.

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