head to head · open source
mall vs mcp-toolbox
mall has 85,005 GitHub stars, 29,840 forks, 15 open issues and last shipped 2 months ago. mcp-toolbox has 16,792 stars, 1,787 forks, 292 open issues and last shipped yesterday. mall leads on adoption by 406% (85,005 vs 16,792 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.
← all 20902 open source comparisons
Side by side
| mall | mcp-toolbox | |
|---|---|---|
| GitHub stars | ★ 85K | ★ 17K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Java | Go |
| Last push | 2026-09-15 | 2026-11-02 |
| Forks | ⑂ 30K | ⑂ 1.8K |
| 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 友情提示 1. 快速体验项目 ：在线访问地址 。 2. 全套学习教程 ：《mall学习教程》 。 3. 视频教程 ：《mall视频教程》 。 4. 微服务版本 ：基于Spring Cloud Alibaba的项目：mall swarm 。 5. 分支说明 ： master 分支基于Spring Boot 3.5+JDK 17， dev v2 分支基于Spring Boot 2.7+JDK 8。 前言 mall 项目致力于打造一个完整的电商系统，采用现阶段主流技术实现。 项目文档 文档地址： 项目介绍 mall 项目是一套电商系统，包括前台商城系统及后台管理系统，基于SpringBoot+MyBatis实现，采用Docker容器化部署。前台商城系统包含首页门户、商品推荐、商品搜索、商品展示、购物车、订单流程、会员中心、客户服务、帮助中心等模块。后台管理系统包含商品管理、订单管理、会员管理、促销管理、运营管理、内容管理、统计报表、财务管理、权限管理、设置等模块。 项目演示 后台管理系统 前端项目 mall admin web 地址： 项目演示地址： 前台商城系统 前端项目 mall app web 地址： 项目演示地址（将浏览器切换为手机模式效果更佳）： 组织结构 技术选型 后端技术 前端技术 移动端技术 架构图 系统架构图 业务架构图 模块介绍 后台管理系统 mall admin 商品管理：功能结构图…
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 →
More in Infrastructure & Operations
Related comparisons
More Databases projects
Compare either of these against the rest of the Databases field.
Frequently asked questions
Is mall or mcp-toolbox more popular?
mall has 85,005 GitHub stars and mcp-toolbox has 16,792. 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 (85,005 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.