What is gingugu?
gingugu is a MCP server by gingugu that local SQLite memory for coding assistants: typed memories with confidence lifecycle, namespaces, knowledge graph, hybrid search and keychain credential vault. It is listed under Knowledge & memory and has 7 GitHub stars.
| Type | Mcp server |
|---|---|
| Author | gingugu |
| Repository | gingugu/gingugu |
| Popularity | 7 GitHub stars |
| Category | Knowledge & memory |
| Security | Low risk (92/100) |
| Rank | #1,968 of 4,418 MCP servers; #219 in Knowledge & memory |
| License | MIT |
| Last commit | 2026-10-18 |
| Stars this week | +1 |
| Runs | Locally |
| Language | Python |
| Platforms | macOS, Windows, Linux |
Is gingugu safe to install?
gingugu scores 92/100 on the MCPMods security check: Low risk. No checks raised a concern. It passed 4 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 |
| Needs an API key or account login | Note |
| Read-only by description | Pass |
| No code execution | Pass |
| Source on GitHub | Pass |
How do I install gingugu?
- 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/gingugu/gingugu
- 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 gingugu -- <command from README> claude mcp add --transport http gingugu <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 gingugu for you:
Add the "gingugu" MCP server from https://github.com/gingugu/gingugu 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.