Terradev

Terradev is an MCP (Model Context Protocol) server and orchestration platform designed for AI workloads. It exposes 192 MCP tools focused on cross-cloud GPU provisioning, model training, evaluation, deployment, and automatic optimization of AI/ML workflows. Key capabilities include automated and event-driven training, model and endpoint evaluation, multi-cloud orchestration, A/B testing, cost optimization, environment promotion with audit trails, intelligent resource selection, and advanced workload/hardware optimizations for models (transformers, MoE, RAG). It integrates deeply with most major cloud GPU providers (e.g., AWS, GCP, Alibaba, RunPod, CoreWeave), ML infrastructure stacks (Kubernetes, Terraform, Ray, vLLM, Mixture-of-Experts, SGLang, HuggingFace Spaces), and MLOps tools. Terradev is designed for ML engineers, AI researchers, and enterprises requiring production-grade automation for scalable, compliant, and rapidly deployable AI infrastructure.