vllm_auto_optimize — Terradev MCP Tool
vllm_auto_optimize
(vllm auto optimize) is one of 245 tools on the
Terradev
MCP server. Connect the server and your client discovers it on the handshake.
by client
How to call vllm_auto_optimize from your client
- Claude Code Terradev vllm_auto_optimize run in your project directory
- Claude Desktop Terradev vllm_auto_optimize ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor Terradev vllm_auto_optimize ~/.cursor/mcp.json
- VS Code Terradev vllm_auto_optimize .vscode/mcp.json
- Zed Terradev vllm_auto_optimize ~/.config/zed/settings.json
- Windsurf Terradev vllm_auto_optimize ~/.codeium/windsurf/mcp_config.json
- Cline Terradev vllm_auto_optimize ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI Terradev vllm_auto_optimize ~/.gemini/settings.json
- Grok Terradev vllm_auto_optimize .mcp.json (in your project root)
- ChatGPT Terradev vllm_auto_optimize Settings → Connectors → Advanced → Developer mode
- Claude.ai Terradev vllm_auto_optimize Settings → Connectors → Add custom connector
- LangChain Terradev vllm_auto_optimize pip install langchain-mcp-adapters
Fastest route
claude mcp add --transport sse terradev https://terradev-mcp.terradev.cloud/sseOther tools on this server
- provision_gpu
- preflight_report
- preflight_gpu_check
- preflight_network_check
- local_scan
- status
- manage_instance
- analytics
- optimize
- setup_provider
- configure_provider
- train
- preflight
- stage
- up
- rollback
- manifests
- run_workflow
- active_context
- governance_request_consent
- governance_record_consent
- governance_evaluate_opa
- governance_move_data
- governance_movement_history
- governance_compliance_report
- inferx_deploy
- inferx_status
- inferx_list
- inferx_optimize
- inferx_configure
- inferx_delete
- inferx_usage
- inferx_quote
- infer_route
- infer_route_disagg
- infer_failover
- gpu_topology
- vllm_start
- vllm_stop
- vllm_inference
- vllm_info
- vllm_sleep
- vllm_wake
- sglang
- sglang_start
- sglang_stop
- sglang_inference
- ollama_list
- ollama_pull
- ollama_generate
- ollama_chat
- ollama_model_info
- vllm_analyze
- vllm_benchmark
- ollama_ps
- langfuse_configure
- langfuse_test
- langfuse_traces
- langfuse_trace
- langfuse_scores
- langfuse_score
- langfuse_datasets
- langfuse_export_training_data
- langfuse_quality
- langfuse_otel_env
- langfuse_k8s
- k8s_create
- k8s_list
- k8s_info
- k8s_destroy
- helm_generate
- kserve_generate_yaml
- kserve_list
- kserve_status
- k8s_gpu_operator_install
- k8s_device_plugin
- k8s_mig_configure
- k8s_time_slicing
- hf_space_deploy
- hf_space_status
- ray_status
- ray_start
- ray_stop
- ray_submit_job
- ray_list_jobs
- ray_wide_ep_deploy
- ray_disagg_pd_deploy
- ray_parallelism_strategy
- wandb_list_projects
- wandb_list_runs
- wandb_run_details
- mlflow_list_experiments
- mlflow_log_run
- mlflow_register_model
- dvc_status
- dvc_diff
- dvc_stage_checkpoint
- dvc_push
- hf_list_models
- hf_list_datasets
- hf_model_info
- hf_create_endpoint
- hf_list_endpoints
- hf_endpoint_info
- hf_delete_endpoint
- hf_endpoint_infer
- hf_smart_template
- hf_hardware_recommend
- hf_hardware_compare
- langchain_create_workflow
- langchain_create_sglang_pipeline
- langgraph_create_workflow
- langgraph_orchestrator_worker
- langgraph_evaluation_workflow
- langgraph_workflow_status
- wandb_create_dashboard
- wandb_create_terradev_dashboard
- wandb_create_report
- wandb_create_terradev_report
- wandb_setup_alerts
- wandb_create_terradev_alerts
- wandb_dashboard_status
- phoenix_test
- phoenix_projects
- phoenix_spans
- phoenix_trace
- phoenix_otel_env
- phoenix_snippet
- phoenix_k8s
- guardrails_test
- guardrails_chat
- guardrails_generate_config
- guardrails_k8s
- qdrant_test
- qdrant_collections
- qdrant_create_collection
- qdrant_info
- qdrant_count
- qdrant_k8s
- deepeval_run
- deepeval_metrics
- deepeval_evaluate
- deepeval_init
- egress_cheapest_route
- egress_optimize_staging
- orchestrator_start
- orchestrator_register
- orchestrator_load
- orchestrator_evict
- orchestrator_status
- orchestrator_infer
- warm_pool_start
- warm_pool_status
- price_intel
- cost_analyze
- cost_optimize_recommend
- cost_simulate
- price_trends
- price_spot_risk
- moe_deploy
- train_status
- train_monitor
- checkpoint_list
- checkpoint_save
- train_stop
- train_resume
- checkpoint_restore
- checkpoint_promote
- checkpoint_delete
- lora_list
- lora_add
- lora_remove
- training_config_generate
- training_launch_distributed
- train_snapshot
- train_detect_stragglers
- agent_agentic_serving_configure
- agent_agentic_serving_helm_values
- agent_agentic_serving_k8s
- agent_agentic_serving_launch_args
- agent_agentic_serving_lmcache_env
- agent_agentic_serving_show_config
- agent_cost
- agent_deploy
- agent_langchain_create_langgraph
- agent_langchain_create_pipeline
- agent_langchain_create_workflow
- agent_langchain_test
- agent_langgraph_create_workflow
- agent_langgraph_deploy
- agent_langgraph_status
- agent_langgraph_test
- agent_letta_chat
- agent_letta_create
- agent_letta_delete
- agent_letta_list
- agent_letta_remember
- agent_letta_status
- agent_mem0_add
- agent_mem0_configure
- agent_mem0_delete
- agent_mem0_forget
- agent_mem0_get
- agent_mem0_list
- agent_mem0_search
- agent_mem0_test
- agent_mem0_update
- agent_list
- agent_plan
- agent_scale
- agent_skill_attach
- agent_skill_init
- agent_status
- agent_teardown
- agent_vector_db_down
- agent_vector_db_up
- ml_vllm_lora_link
- ml_vllm_lora_list
- ml_vllm_lora_load
- ml_vllm_lora_sync
- ml_vllm_lora_unload
- database_weaviate_create_collection
- database_weaviate_delete_collection
- database_weaviate_hybrid_search
- database_weaviate_insert
- database_weaviate_list_collections
- database_weaviate_query
- database_weaviate_up
- train_unsloth_run
- train_unsloth_start
- train_unsloth_stop
- create_sqlite_connection
- create_postgresql_connection
- query_database
- upsert_database
- get_database_connection
- secrets_set
- secrets_get
- secrets_list
- secrets_remove
- secrets_sync
- secrets_verify
- secrets_env
- secrets_run
This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what
the server actually exposes, not what its listing claims.
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.