What is devrag?
devrag is a MCP server by tomohiro-owada that local RAG for semantic vector search over Markdown documents with sqlite-vec and multilingual-e5-small embeddings, filterable by directory and filename. It is listed under Knowledge & memory and has 64 GitHub stars.
| Type | Mcp server |
|---|---|
| Author | tomohiro-owada |
| Repository | tomohiro-owada/devrag |
| Popularity | 64 GitHub stars |
| Category | Knowledge & memory |
| Security | Low risk (96/100) |
| Rank | #773 of 4,418 MCP servers; #79 in Knowledge & memory |
| Last commit | 2026-04-15 |
| Runs | Locally |
| Language | Go |
| Platforms | macOS, Windows, Linux |
Is devrag safe to install?
devrag 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 devrag?
- 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/tomohiro-owada/devrag
- 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 devrag -- <command from README> claude mcp add --transport http devrag <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 devrag for you:
Add the "devrag" MCP server from https://github.com/tomohiro-owada/devrag 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.