What is graph-memory?
graph-memory is a MCP server by stevepridemore that personal knowledge graph for Claude on Neo4j with typed entities, bi-temporal edges, weighted decay, contradiction detection and local embeddings. It is listed under Knowledge & memory and has 2 GitHub stars.
| Type | Mcp server |
|---|---|
| Author | stevepridemore |
| Repository | stevepridemore/graph-memory |
| Popularity | 2 GitHub stars |
| Category | Knowledge & memory |
| Security | Low risk (84/100) |
| Rank | #2,938 of 4,418 MCP servers; #329 in Knowledge & memory |
| License | MIT |
| Last commit | 2026-10-11 |
| Runs | Locally and in the cloud |
| Language | TypeScript |
| Platforms | macOS, Windows, Linux |
Is graph-memory safe to install?
graph-memory scores 84/100 on the MCPMods security check: Low risk. Things to review: sends your data to a cloud service. 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 |
| Sends your data to a cloud service | Review |
| No credentials mentioned | Pass |
| Read-only by description | Pass |
| No code execution | Pass |
| Source on GitHub | Pass |
How do I install graph-memory?
- 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/stevepridemore/graph-memory
- 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 graph-memory -- <command from README> claude mcp add --transport http graph-memory <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 graph-memory for you:
Add the "graph-memory" MCP server from https://github.com/stevepridemore/graph-memory 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.