What is personal-understanding?
personal-understanding is a MCP server by caix84476-netizen that verbatim-first personal memory: hashed word-for-word messages, records linked to their source quotes, anti-fabrication validators and an audit dashboard. It is listed under Knowledge & memory and has 3 GitHub stars.
| Type | Mcp server |
|---|---|
| Author | caix84476-netizen |
| Repository | caix84476-netizen/personal-understanding |
| Popularity | 3 GitHub stars |
| Category | Knowledge & memory |
| Security | Low risk (96/100) |
| Rank | #2,614 of 4,418 MCP servers; #281 in Knowledge & memory |
| License | MIT |
| Last commit | 2026-10-10 |
| Runs | Locally |
| Language | Python |
Is personal-understanding safe to install?
personal-understanding scores 96/100 on the MCPMods security check: Low risk. No checks raised a concern. It passed 5 of 6 checks.
MCP server results come from listing signals: who publishes it, where your data goes and what it can do. The code itself is not scanned yet.
| Check | Result |
|---|---|
| Community-built server | Note |
| Runs on your machine only | Pass |
| No credentials mentioned | Pass |
| Read-only by description | Pass |
| No code execution | Pass |
| Source on GitHub | Pass |
How do I install personal-understanding?
- Find the launch command. The README says how the server starts (npx, uvx, docker or a remote URL) and which API keys it needs.
https://github.com/caix84476-netizen/personal-understanding
- Add it to Claude Code. Replace the part after -- with the command from the README. Remote servers use --transport http with a URL.
claude mcp add personal-understanding -- <command from README> claude mcp add --transport http personal-understanding <server-url>
- Check it connected. This lists your MCP servers and their status.
claude mcp list
Or ask Claude to set it up
Paste this into Claude Code and it installs personal-understanding for you:
Add the "personal-understanding" MCP server from https://github.com/caix84476-netizen/personal-understanding to Claude Code. Read its README for the launch command and any API keys I need, run claude mcp add, then check that it connects.