mflow-memory
FlowElement-xinliuyuansu/m_flowSkill
Long-term memory engine for OpenClaw agents using M-flow knowledge
Why this score
This repo hosts 2 skills, so its 4,512 stars are split between them (about 2,256 each) for scoring.
Popularity score: 73/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 22, 2026 at commit 0d585cda2f58, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.scripts/status.sh:7, skills/mflow-memory/scripts/status.sh:7
- Runs shell commands Common for dev tools. Read the commands it runs.scripts/setup.sh:89, scripts/status.sh:7, skills/mflow-memory/scripts/setup.sh:89 and 3 more
Web addresses in its code:
- docs.docker.comscripts/setup.sh:19
- platform.openai.comscripts/setup.sh:44
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onemflow-memory FlowElement-xinliuyuansu/m_flow · Skill | 73 | ★ 4.5k | ≈20 always | 2mo ago |
| memory-system kangarooking/system-prompt-skills · Skill Both about memory | 46 | ★ 213 | ≈34 always | 6mo ago |
| memory HKUDS/nanobot · Skill Both about memory | 89 | ★ 49k | ≈15 always | 16d ago |
| reme_memory agentscope-ai/ReMe · Skill Both about memory and term | 76 | ★ 3.7k | ≈74 always | 16d ago |
| Synap Memory maximem-ai/maximem_synap_sdk · MCP server Both about memory | 59 | ★ 78 | not measured | today |
| hipporag-memory OSU-NLP-Group/HippoRAG · Skill Both about memory and term | 83 | ★ 4.1k | ≈84 always | 29d ago |