googleapis/mcp-toolbox
MCP Toolbox for Databases is an open source MCP server for databases.
⚡ Executive Summary & Quick Facts
Authoritative Sourcemcp-toolbox is mcp-toolbox is an open-source project written in Go: MCP Toolbox for Databases is an open source MCP server for databases..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), googleapis/mcp-toolbox has accumulated 16,673 GitHub stars and 1,764 forks. It is written in Go, licensed under Apache-2.0, and ranks #1,012 globally. It is actively maintained with the latest commit recorded on Oct 17, 2026.”
| Repository | googleapis/mcp-toolbox ↗ |
|---|---|
| Primary Category | agent |
| Language & Stack | Go |
| Software License | Apache-2.0 |
| Community Traction | ★ 16.7K stars · ⑂ 1.8K forks · #1,012 globally |
| Maintenance | ● Active (Last commit: Oct 17, 2026) · 389 open issues |
| Target Audience | Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 90/100 · Grade AYes, mcp-toolbox is actively maintained. Continuous telemetry recorded the last code commit on Oct 17, 2026 (27 days ago). Supported by 16,673 stars and 1,764 community forks, this repository holds a calculated health index of 90/100, reflecting regular maintenance (27 days ago) and active community feedback (389 open).
Star History
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+115
STARS · LAST 30 DAYS
4
PER DAY
#131
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +115 | +360 |
| Per day | 1 | 4 | 4 |
| Forks gained | +0 | +19 | +88 |
mcp-toolbox gained 115 stars in the last 30 days, about 4 a day, and now has 16.7K. It is about 2 years old and has averaged roughly 8.3K stars a year. It ranks #131 among Go repositories and #1,012 across all languages on GitHubRepo.
Trending Record
42
DAYS ON TRENDING
#302
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
mcp-toolbox has maintained a continuous presence across global trending indexes, peaking at #302. Below is the 30-day activity profile:
💡 Overview
mcp-toolbox is an open-source project written in Go: MCP Toolbox for Databases is an open source MCP server for databases.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, agents, ai. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Go for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ go install github.com/googleapis/mcp-toolbox@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
mcp-toolbox coordinates its core functionality through a modular Go pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with mcp-toolbox.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install mcp-toolbox using your package manager: `go install github.com/googleapis/mcp-toolbox@latest`
Initialize your project workspace or configuration file for mcp-toolbox.
Import mcp-toolbox into your codebase or invoke it directly from your terminal.
Execute your test suite or run `mcp-toolbox --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
googleapis/mcp-toolbox is currently ranked #1,012 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,007 | hyperledger/fabric | Go | ★ 16.7K | Compare ↗ |
| #1,008 | janl/mustache.js | JavaScript | ★ 16.7K | Compare ↗ |
| #1,009 | Comfy-Org/ComfyUI-Manager | Python | ★ 16.7K | Compare ↗ |
| #1,010 | redox-os/redox | Rust | ★ 16.7K | Compare ↗ |
| #1,011 | kubernetes/kops | Go | ★ 16.7K | Compare ↗ |
| #1,012 | googleapis/mcp-toolbox This Project | Go | ★ 16.7K | |
| #1,013 | dagger/dagger | Go | ★ 16.6K | Compare ↗ |
| #1,014 | Lakr233/vphone-cli | Swift | ★ 16.6K | Compare ↗ |
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Frequently Asked Questions
What does mcp-toolbox do? +
MCP Toolbox for Databases is an open source MCP server for databases.
Is mcp-toolbox actively maintained in 2026? +
Yes, mcp-toolbox is actively maintained. The latest code push was recorded on Oct 17, 2026 (27 days ago). It holds a calculated Maintenance Health Score of 90/100 (A rating) with 16,673 stars and 389 open issues.
What language is mcp-toolbox written in? +
The primary language is Go. Topics include: agent, agents, ai, bigquery, clickhouse.
How many stars does mcp-toolbox have? +
mcp-toolbox has 16,673 stars and 1,764 forks on GitHub.
How does mcp-toolbox rank among GitHub repositories? +
With 16,673 stars, googleapis/mcp-toolbox is ranked #1,012 globally across all repositories tracked on GitHubRepo and #131 among Go projects.
What license is mcp-toolbox distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
