Tuning Engines
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
Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.
Install from
M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.
Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.
Anthropic's MCP TypeScript SDK has a ReDoS vulnerability
Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default
process.env. You'll be asked to provide them before it can run.ANTHROPIC_API_KEYANTHROPIC_AUTH_TOKENANTHROPIC_MODELANTHROPIC_SMALL_FAST_MODELCLAUDE_MODELCLAUDE_PROJECT_DIRCLAUDE_SMALL_FAST_MODELCODEX_MODELLLM_MODELMODELOPENAI_API_MODELOPENAI_MODELTE_ADMIN_API_KEY— te_admin_key_here \TE_API_KEY— "": "te_your_key_here"TE_API_URL— API URL (default: https://app.tuningengines.com)TE_INFERENCE_BASETE_INFERENCE_KEY— If you only have an sk-te- inference key, set forTE_INITIATIVE_IDTE_MODELTE_NATIVE_SESSION_IDTE_NATIVE_THREAD_IDTE_REQUEST_IDTE_RUN_IDTE_SMALL_FAST_MODELTE_SMOKE_AGENT_URLTE_SMOKE_ALLOWED_MODEL— llama-3.1-8b-fast \TE_SMOKE_ALLOW_PROVIDER_AUTH_FAILURE— 0 when the tenant has real providerTE_SMOKE_CREATE_MODEL_DEPLOYMENT— 1 is useful for disposable tenants that doTE_SMOKE_DENIED_MODEL— llama-3.3-70b-fp8 \TE_SMOKE_GUARDRAIL_MODELTE_SMOKE_LITELLM_MODELTE_SMOKE_LIVE_CALLSTE_SMOKE_MCP_SERVER_URLTE_SMOKE_MCP_TOOL_NAMETE_SMOKE_MCP_TRANSPORTTE_SMOKE_MODEL_PRIORITYTE_SMOKE_MODEL_PROVIDERTE_SMOKE_MODEL_WEIGHTTE_SMOKE_MUTATETE_SMOKE_REPORT— when that env var is set.TE_SMOKE_TIMEOUT_MSTE_SMOKE_USER_EMAILTE_USER_API_KEY— te_user_key_here \TRACEPARENTTRACESTATE[](https://m8ven.ai/mcp/cerebrixos-org-tuning-engines-cli-11edmz)