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SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest 6 days ago, with 169 contributors on GitHub.
The biggest single-day gain in the last year, +210 stars on Apr 11, coincided with release v1.0.0.
Use Cases & Benefits
- Provides an open source MCP server that simplifies building AI-powered database tools by managing connection pooling, authentication, and tool orchestration.
- Enables faster, more secure development with reusable tools, integrated authentication, and built-in observability via OpenTelemetry.
- Use for creating AI assistants that query databases in natural language directly from IDEs without writing SQL.
- Use for automating database management tasks like query generation, table creation, and index addition through AI-driven tools.
- Use for integrating database tools into various frameworks and languages using SDKs for Python, JavaScript, Go, and AI orchestration platforms.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
MCP Toolbox for Databases is an open source MCP server for databases. It enables you to develop tools easier, faster, and more securely by handling the complexities such as connection pooling, authentication, and more.
This README provides a brief overview. For comprehensive details, see the full documentation.
Toolbox helps you build Gen AI tools that let your agents access data in your database. Toolbox provides:
⚡ Supercharge Your Workflow with an AI Database Assistant ⚡
Stop context-switching and let your AI assistant become a true co-developer. By connecting your IDE to your databases with MCP Toolbox, you can delegate complex and time-consuming database tasks, allowing you to build faster and focus on what matters. This isn't just about code completion; it's about giving your AI the context it needs to handle the entire development lifecycle.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+652 stars over 89 days across 14 snapshot days; best day +82 on Sep 17.
Forks
1.8K+115
Open issues
427+181
Compared with peers in AI Agents
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| vercel-labs/agent-desktop | 17.0K | +13.3K | 33 | today |
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| stablyai/orca | 116.8K | +6.6K | 40 | today |
| milind-soni/OpenMausBot | 13.5K | +6.0K | 45 | today |
| HKUDS/DeepTutor | 55.5K | +5.5K | 65 | 5 days ago |
| googleapis/mcp-toolbox | 16.7K | — | 65 | 6 days ago |
| Category median | 55.5K | +6.6K | 40 | — |
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