head to head · open source
mall vs mcp-toolbox
mall has 84,789 GitHub stars, 29,826 forks, 15 open issues and last shipped 3 days ago. mcp-toolbox has 16,443 stars, 1,727 forks, 292 open issues and last shipped yesterday. mall leads on adoption by 416% (84,789 vs 16,443 stars). mall is written in Java under Apache-2.0; mcp-toolbox is written in Go under Apache-2.0. mall has attracted 35% as many forks as stars, mcp-toolbox 11%. mcp-toolbox was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (elasticsearch), so they are genuine substitutes rather than adjacent tools.
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
| mall | mcp-toolbox | |
|---|---|---|
| GitHub stars | ★ 85K | ★ 16K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Java | Go |
| Last push | 2026-09-15 | 2026-09-17 |
| Forks | ⑂ 30K | ⑂ 1.7K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick mall if
- You weight community size — 85K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Java
- You value the larger contributor base for long-term maintenance
pick mcp-toolbox if
- You want the mcp-toolbox feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Go
- You evaluated both and mcp-toolbox fits your workflow better
About mall
mall is a complete e commerce system built on Spring Boot and MyBatis, distributed as a Java project under the Apache 2.0 license. It ships two applications in one repository: a storefront system for shoppers and an administrative back office for operators. The storefront covers the home portal, product recommendation, product search, product display, shopping cart, order flow, member center, customer service, and help center. The back office covers product management, order management, member management, promotion management, operations management, content management, statistics reports, finance management, perm…
About mcp-toolbox
MCP Toolbox for Databases is an open source Model Context Protocol (MCP) server, written in Go and licensed under Apache 2.0, that connects AI agents, IDEs, and applications directly to enterprise databases.
read the full mcp-toolbox overview →
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Frequently asked questions
Is mall or mcp-toolbox more popular?
mall has 84,789 GitHub stars and mcp-toolbox has 16,443. mall has the larger community by that measure.
Are mall and mcp-toolbox free?
Both are open source. mall is licensed under Apache-2.0 and mcp-toolbox under Apache-2.0. Neither carries a licence fee.
What is the difference between mall and mcp-toolbox?
mall is written in Java and mcp-toolbox 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, mall or mcp-toolbox?
Choose mall if you want the larger community (84,789 stars) or its Apache-2.0 licence terms. Choose mcp-toolbox if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.