head to head · open source
mcp-toolbox vs Bytebase
mcp-toolbox has 16,792 GitHub stars, 1,787 forks, 292 open issues and last shipped yesterday. Bytebase has 14,671 stars, 1,006 forks, 167 open issues and last shipped yesterday. mcp-toolbox leads on adoption by 14% (16,792 vs 14,671 stars). mcp-toolbox is written in Go under Apache-2.0; Bytebase is written in Go under a custom or non-standard licence. mcp-toolbox has attracted 11% as many forks as stars, Bytebase 7%. Bytebase was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| mcp-toolbox | Bytebase | |
|---|---|---|
| GitHub stars | ★ 17K | ★ 15K |
| License | Apache-2.0 | Custom / other |
| Written in | Go | Go |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 1.8K | ⑂ 1.0K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick mcp-toolbox if
- You weight community size — 17K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Go
- You value the larger contributor base for long-term maintenance
pick Bytebase if
- You want the Bytebase feature set and don't need the biggest community
- You prefer the Custom / other license terms
- Your stack matches Go
- You evaluated both and Bytebase fits your workflow better
About mcp-toolbox
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…
read the full mcp-toolbox overview →
About Bytebase
⚙️ Install • 📚 Docs • 🙋♀️ Book Demo What is Bytebase? Bytebase is the open source database governance platform. It acts as a single control plane between your users — humans and AI agents — and your databases, governing change management, access control, and compliance so every change and query is reviewed, controlled, and recorded. It replaces the disparate tools stitched across migration scripts, SQL clients, and ticketing systems, unifying database operations in a single platform. Supported Databases and Integrations Bytebase supports PostgreSQL, MySQL, SQL Server, Oracle, MongoDB, Redis, MariaDB, TiDB…
read the full Bytebase overview →
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Frequently asked questions
Is mcp-toolbox or Bytebase more popular?
mcp-toolbox has 16,792 GitHub stars and Bytebase has 14,671. mcp-toolbox has the larger community by that measure.
Are mcp-toolbox and Bytebase free?
Both are open source. mcp-toolbox is licensed under Apache-2.0, and Bytebase has no licence declared in this registry. Both are free to self-host.
What is the difference between mcp-toolbox and Bytebase?
mcp-toolbox is written in Go and Bytebase in Go. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, mcp-toolbox or Bytebase?
Choose mcp-toolbox if you want the larger community (16,792 stars) or its Apache-2.0 licence terms. Choose Bytebase if its feature set, stack or Custom / other licence fits better. Both are self-hostable.