What is mnemostack?
mnemostack is a MCP server by udjin-labs that self-hosted hybrid agent memory on Qdrant combining vector search, BM25, temporal retrieval and an optional Memgraph knowledge graph via rank fusion. It is listed under Knowledge & memory and has 9 GitHub stars.
| Type | Mcp server |
|---|---|
| Author | udjin-labs |
| Repository | udjin-labs/mnemostack |
| Popularity | 9 GitHub stars |
| Category | Knowledge & memory |
| Security | Low risk (96/100) |
| Rank | #1,808 of 4,418 MCP servers; #204 in Knowledge & memory |
| License | Apache-2.0 |
| Last commit | 2026-09-28 |
| Runs | Locally |
| Language | Python |
| Platforms | macOS, Windows, Linux |
Is mnemostack safe to install?
mnemostack 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 mnemostack?
- 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/udjin-labs/mnemostack
- 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 mnemostack -- <command from README> claude mcp add --transport http mnemostack <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 mnemostack for you:
Add the "mnemostack" MCP server from https://github.com/udjin-labs/mnemostack 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.