Every capability

Everything ExaMLOps can do is reachable from the exa CLI: 446 commands in 67 command groups. They are grouped here the same way exa --help groups them, into twelve areas of the model lifecycle. The bar is sized by the number of commands in each area; select an area to filter, or search by what you want to do.

The same capabilities are available from the dashboard, from Skipper in plain English, and to other agents over MCP — all through the same code paths.

Area	What you can do	Command groups	Commands
Getting Started	Check what is running, diagnose your setup and learn the CLI.	status, doctor, explain, env, docs, config, plugins	12
Training & Pipelines	Run, schedule, promote and reproduce training pipelines.	pipeline, retrain, scaffold, finetune, reproduce	26
Data & Features	Version datasets, validate them and serve features without skew.	data, dataplane, feature, features, assets, cards	44
Models & Registry	Browse, compare, sign and trace every registered model version.	models, modelzoo, embedding	28
Serving & Inference	Serve models, split traffic, call gateways and query RAG.	serve, predict, production, gateway, vector, rag	69
GenAI & LLMOps	Manage prompts, trace GenAI calls and enforce guardrails.	genai, prompt, guardrails	13
Agents & Automation	Ask Skipper, run the autopilot loop and expose tools over MCP.	ask, chat, agent, agentops, autopilot, mcp	30
Monitoring & Quality	Watch drift, evaluate models, track SLOs and fairness.	drift, eval, slo, fairness	49
HPC, Fleet & FinOps	Discover clusters, place jobs and account for cost and carbon.	hpc, fleet, hardware, federated, finops, report	41
Governance & Security	Approve changes, audit actions, manage secrets and policy.	auth, approvals, audit, secrets, compliance, governance, policy, providers	54
Projects & Workspaces	Group models, people, storage and connections into projects.	project, namespace, connection, workbench	35
Platform & Integrations	Operate the stack, back it up and connect external systems.	stack, backup, instance, upgrade, modules, events, admission, exchange, seanerbus	45

Each command links to its section of the command guide, which gives its purpose, a use case and a runnable example, and to the guide for its area. For exact flags, run exa <command> -h or read the full command tree.