What is tuning-engines-cli?
tuning-engines-cli is a MCP server by cerebrixos-org that fine-tune open-source LLMs (Qwen, Llama, DeepSeek, Mistral, Gemma) on your data with LoRA, QLoRA or full fine-tuning, plus cost estimation and S3 export. It is listed under Developer tools and has no public popularity data yet.
| Type | Mcp server |
|---|---|
| Author | cerebrixos-org |
| Repository | cerebrixos-org/tuning-engines-cli |
| Popularity | no public popularity data yet |
| Category | Developer tools |
| Security | Low risk (84/100) |
| Rank | #3,905 of 4,418 MCP servers; #704 in Developer tools |
| Runs | Cloud service |
| Language | TypeScript |
| Platforms | macOS, Windows, Linux |
Is tuning-engines-cli safe to install?
tuning-engines-cli 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 tuning-engines-cli?
- 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/cerebrixos-org/tuning-engines-cli
- 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 tuning-engines-cli -- <command from README> claude mcp add --transport http tuning-engines-cli <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 tuning-engines-cli for you:
Add the "tuning-engines-cli" MCP server from https://github.com/cerebrixos-org/tuning-engines-cli 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.