What is YourMemory?
YourMemory is a MCP server by sachitrafa that persistent agent memory with Ebbinghaus-style decay, hybrid BM25/vector retrieval, entity graph for multi-hop reasoning, auto-pruning and a browser dashboard. It is listed under Knowledge & memory and has 270 GitHub stars.
| Type | Mcp server |
|---|---|
| Author | sachitrafa |
| Repository | sachitrafa/YourMemory |
| Popularity | 270 GitHub stars |
| Category | Knowledge & memory |
| Security | Low risk (96/100) |
| Rank | #349 of 4,418 MCP servers; #33 in Knowledge & memory |
| Last commit | 2026-09-19 |
| Runs | Locally |
| Language | Python |
| Platforms | macOS, Windows, Linux |
Is YourMemory safe to install?
YourMemory 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 YourMemory?
- 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/sachitrafa/YourMemory
- 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 yourmemory -- <command from README> claude mcp add --transport http yourmemory <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 YourMemory for you:
Add the "YourMemory" MCP server from https://github.com/sachitrafa/YourMemory 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.