Compare two AI tools side by side
Put any two skills or MCP servers next to each other: risk grade, what each can access, how popular it is, and how to install it.
| What | operator-memory | ai-memory-vault |
|---|---|---|
| Risk grade | CC · Moderate risk signals Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee. | CC · Moderate risk signals Based on public adoption and transparency signals as of Oct 27, 2026. Our opinion, not a code audit or security guarantee. |
| Type | AI agent skill | AI agent skill |
| Est. context load | ~50 tokens idle · ~450 tokens when active (on-demand skill) | ~71 tokens idle · ~450 tokens when active (on-demand skill) |
| GitHub stars | 485 | 724 |
| Weekly npm downloads | — | — |
| Local files | No local folder access noted | Reads local files |
| Command execution | Runs shell or system commands | No shell command runner noted |
| Network reach | Connects to outside service API | Connects to outside service API |
| Credentials | No API token required | No API token required |
| Package source | GitHub (aerovato/operator-memory) | GitHub (jaredrhod/ai-memory-vault) |
| Install command | Source repo only | Source repo only |
| Bottom line | operator-memory is distributed via GitHub (aerovato/operator-memory); review its source code, dependencies, and requested permissions before use. | Only use this with data you wouldn't mind the AI seeing and repeating, keep the vault folder secure on your computer, and regularly review what the AI is storing to catch any problems early. |
Based on public adoption and transparency signals as of Oct 29, 2026. Our opinion, not a code audit or security guarantee.
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