Tuning Engines

FreeMaintained

Own your sovereign AI model. Domain-specific fine-tuning of open-source LLMs and SLMs with total control and zero infrastructure hassle. Tuning Engines provides

by cerebrixos-org

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About

Own your sovereign AI model. Domain-specific fine-tuning of open-source LLMs and SLMs with total control and zero infrastructure hassle. Tuning Engines provides specialized tuning agents to tailor top open models to your needs — fast, predictable, fully delivered. Fine-tune Qwen, Llama, DeepSeek, Mistral, Gemma, Phi, StarCoder, and CodeLlama models from 1B to 72B parameters on your data via CLI o

Install Tuning Engines in Claude Desktop, Claude Code & Cursor

Recommended · one command, every IDE

unyly install tuning-engines

Installs into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.

First time? Get the CLI: curl -fsSL https://unyly.org/install | sh

Or configure manually

Run in your terminal:

claude mcp add tuning-engines --env TE_ADMIN_API_KEY="" --env TE_API_KEY="" --env TE_API_URL="" --env TE_INFERENCE_BASE="" --env TE_SMOKE_AGENT_URL="" --env TE_SMOKE_ALLOWED_MODEL="" --env TE_SMOKE_CREATE_MODEL_DEPLOYMENT="" --env TE_SMOKE_DENIED_MODEL="" --env TE_SMOKE_LIVE_CALLS="" --env TE_SMOKE_MUTATE="" --env TE_SMOKE_USERS_JSON="" --env TE_USER_API_KEY="" -- npx -y tuningengines-cli

Step-by-step: how to install Tuning Engines

Install Tuning Engines in Claude Desktop Install Tuning Engines in Claude Code Install Tuning Engines in Cursor Install Tuning Engines in VS Code

FAQ

Is Tuning Engines MCP free?

Yes, Tuning Engines MCP is free — one-click install via Unyly at no cost.

Does Tuning Engines need an API key?

Yes, it requires environment variables: TE_ADMIN_API_KEY, TE_API_KEY, TE_API_URL, TE_INFERENCE_BASE, TE_SMOKE_AGENT_URL, TE_SMOKE_ALLOWED_MODEL, TE_SMOKE_CREATE_MODEL_DEPLOYMENT, TE_SMOKE_DENIED_MODEL, TE_SMOKE_LIVE_CALLS, TE_SMOKE_MUTATE, TE_SMOKE_USERS_JSON, TE_USER_API_KEY. Unyly injects them into the config during install.

Is Tuning Engines hosted or self-hosted?

A hosted option is available: Unyly runs the server in the cloud, no local setup required.

How do I install Tuning Engines in Claude Desktop, Claude Code or Cursor?

Open Tuning Engines on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

Changes

Versions and requested access over time.

New version published2026-11-01
New version published2026-10-25
New version published2026-10-18
New version published2026-10-11
New version published2026-10-04
New version published2026-09-27
New version published2026-09-20
New version published2026-09-13

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