optimize — Terradev MCP Tool
optimize
(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 optimize from your client
- Claude Code Terradev optimize run in your project directory
- Claude Desktop Terradev optimize ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor Terradev optimize ~/.cursor/mcp.json
- VS Code Terradev optimize .vscode/mcp.json
- Zed Terradev optimize ~/.config/zed/settings.json
- Windsurf Terradev optimize ~/.codeium/windsurf/mcp_config.json
- Cline Terradev optimize ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI Terradev optimize ~/.gemini/settings.json
- Grok Terradev optimize .mcp.json (in your project root)
- ChatGPT Terradev optimize Settings → Connectors → Advanced → Developer mode
- Claude.ai Terradev optimize Settings → Connectors → Add custom connector
- LangChain Terradev 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
- 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_auto_optimize
- 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.