Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
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.
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Best matched with other agent tools.
claude-mem has the larger GitHub footprint with 95.8K stars.
claude-mem is currently growing faster at +13.4K stars this week.
ragflow has the stronger automated maintenance signal at 95/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | ragflow | claude-mem |
|---|---|---|
| Evidence status | Verified snapshot· 2026-10-04 09:19 UTC | Verified snapshot· 2026-10-04 09:19 UTC |
| GitHub stars | 91.7K | 95.8K |
| Weekly growth | +5.4K | +13.4K |
| Health score | Strong95/100 | Strong95/100 |
| Contributors | 681 | 122 |
| Commits per week | 133.2 | 30.1 |
| Open issues | 2.1K | 354 |
| Language | Go | JavaScript |
| License | Apache-2.0 | Apache-2.0 |
| Last commit | 2026-10-04 04:08 UTC | 2026-10-04 09:15 UTC |
| Last release | v0.26.4 | v13.11.0 |
Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.