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MCP Toolbox for Databases MCP server

by googleapis·io.github.googleapis/mcp-toolbox·v1.15.0·17k stars
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MCP Toolbox for Databases enables your agent to connect to your database.

A90/100grade A
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A90/100

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17k stars

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MCP Toolbox for Databases tools

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How MCP Toolbox for Databases compares

Against every graded Databases MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
90/100
higher than 83% of 802 Databases servers
GitHub stars
16,551
more than 100% of 602 Databases servers

Release history: 6 versions in the registry since 2026-09-10, latest 2026-10-23, typically one every 7 days.

Install MCP Toolbox for Databases in Claude Code, Cursor or VS Code

claude mcp add mcp-toolbox -- docker run -i --rm us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:1.15.0
Add to Cursor

What the publisher says

From the MCP Toolbox for Databases repository's README, as published. We do not edit it. Read it on GitHub

MCP Toolbox for Databases

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.

It serves a dual purpose:

  1. Ready-to-use MCP Server (Build-Time): Instantly connect Gemini CLI, Google Antigravity, Claude Code, Codex, or other MCP clients to your databases using our prebuilt generic tools. Talk to your data, explore schemas, and generate code without writing boilerplate.
  2. Custom Tools Framework (Run-Time): A robust framework to build specialized, highly secure AI tools for your production agents. Define structured queries, semantic search, and NL2SQL capabilities safely and easily.

This README provides a brief overview. For comprehensive details, see the full documentation.

[!IMPORTANT]

Repository Name Update: The genai-toolbox repository has been officially renamed to mcp-toolbox. To ensure your local environment reflects the new name, you may update your remote:

git remote set-url origin https://github.com/googleapis/mcp-toolbox.git

[!NOTE]

This solution was originally named “Gen AI Toolbox for Databases” (github.com/googleapis/genai-toolbox) as its initial development predated MCP, but was renamed to align with the MCP compatibility.

<!-- TOC ignore:true -->

Table of Contents

  • Why MCP Toolbox?
  • Quick Start: Prebuilt Tools
  • Quick Start: Custom Tools
  • Install & Run the Toolbox server
  • Connect to Toolbox
  • MCP Client
  • Toolbox SDKs: Integrate with your Application
  • Additional Features
  • Versioning
  • Contributing
  • Community

Why MCP Toolbox?

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

MCP Toolbox for Databases: common questions

Is MCP Toolbox for Databases MCP server safe?
Yes, by our scan: it is graded A (90/100). Read the MCP Toolbox for Databases safety report
How do I install MCP Toolbox for Databases?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does MCP Toolbox for Databases need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is MCP Toolbox for Databases maintained?
The last commit was 34 days ago (2026-10-01). The latest release is v1.15.0.
What can I use instead of MCP Toolbox for Databases?
Servers from other publishers that do the same job: CogniCore MCP server, DBHub MCP server and Neo4j Cypher MCP server.
How does MCP Toolbox for Databases compare with other Databases MCP servers?
safety score 90/100 (higher than 83% of 802 Databases servers); github stars 16,551 (more than 100% of 602 Databases servers). Full comparison.

Alternatives to MCP Toolbox for Databases

Same job from other publishers: the closest match first, then the best rated.

  • CogniCore
    Memory, reflection and safety for AI agents. Hosted or local, no vector database.
    A
  • DBHub
    Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite
    A
  • Neo4j Cypher
    A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.
    More from neo4j-contrib →
    A
  • Appwrite
    Build and deploy backends: auth, Postgres/MySQL/vector databases, storage, functions, hosting, CDN
    A
  • Airtable
    Read and write access to Airtable database schemas, tables, and records.
    B