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Project comparison
Memmachine vs ragflow
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Memmachine
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
Best matched with other agent tools.
3.1K
Stars
0
Weekly
59/100
Health
ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Best matched with other agent tools.
86.1K
Stars
+5.4K
Weekly
98/100
Health
Quick Take
Adoption
ragflow has the larger GitHub footprint with 86.1K stars.
Momentum
ragflow is currently growing faster at +5.4K stars this week.
Maintenance
ragflow has the stronger automated maintenance signal at 98/100. This is not a security or fit verdict.
Side-by-side evidence
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Memmachine | ragflow |
|---|---|---|
| Evidence status | Basic listing· 5d ago | Recently verified· 5d ago |
| GitHub stars | 3.1K | 86.1K |
| Weekly growth | 0 | +5.4K |
| Health score | Watch59/100 |
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