head to head · open source
mall vs m_flow
mall has 85,005 GitHub stars, 29,840 forks, 15 open issues and last shipped 2 months ago. m_flow has 4,511 stars, 256 forks, 13 open issues and last shipped 2 months ago. mall leads on adoption by 1,784% (85,005 vs 4,511 stars). mall is written in Java under Apache-2.0; m_flow is written in Python under Apache-2.0. mall has attracted 35% as many forks as stars, m_flow 6%. mall 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
| mall | m_flow | |
|---|---|---|
| GitHub stars | ★ 85K | ★ 4.5K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Java | Python |
| Last push | 2026-09-15 | 2026-09-01 |
| Forks | ⑂ 30K | ⑂ 256 |
| 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 m_flow if
- You want the m_flow feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and m_flow 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 m_flow
M flow RAG matches chunks. GraphRAG structures context. M flow scores evidence paths. Retrieval through reasoning and association — M flow operates like a cognitive memory system. m flow.ai · flowelement.ai · Quick Start · Architecture · Examples · OpenClaw Skill · Contact What is M flow? The real shift is not whether a system builds a graph, but what the graph is allowed to do at retrieval time. Graph topology encodes relevance. In most RAG systems, retrieval is still dominated by similarity: the query is embedded, textual units are ranked by vector distance, and structure—if present—mainly helps organize…
read the full m_flow overview →
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Frequently asked questions
Is mall or m_flow more popular?
mall has 85,005 GitHub stars and m_flow has 4,511. mall has the larger community by that measure.
Are mall and m_flow free?
Both are open source. mall is licensed under Apache-2.0 and m_flow under Apache-2.0. Neither carries a licence fee.
What is the difference between mall and m_flow?
mall is written in Java and m_flow in Python. 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 m_flow?
Choose mall if you want the larger community (85,005 stars) or its Apache-2.0 licence terms. Choose m_flow if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.