Terradev is answering right now. Last checked moments ago. 4 391 installs a week from pypi. It exposes 245 tools.
Cross-cloud GPU orchestration CLI.
The linked repository no longer exists on GitHub — it was deleted or made private.
We read the source, 6 d ago · tools taken from the live server · rules 3dff92dd89df
A value the model can set ends up inside a file or shell call. That is not a flaw by itself — for a terminal server it is the job — but it is where things go wrong when it is not.
proc = subprocess.run(cmd, env=run_env, capture_output=True, text=True)
Things with no honest explanation: a promise that contradicts the code, code that runs at install time while hiding what it does, data leaving the machine.
dd_cmd = f"dd if=/dev/zero of={test_file} bs=1M count=256 oflag=direct 2>&1; rm -f {test_file}"
"http://169.254.169.254/latest/meta-data/spot/termination-time",
result = subprocess.run(
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
proc = subprocess.Popen(
return os.path.join(self.config.manifest_dir, f"{self.config.cycle_id}.json")
env = {**dict(os.environ), **self.env}
mountPath: /var/run/docker.sock
ssh_key_path = os.path.expanduser("~/.ssh/id_rsa.pub")
Found in continuous integration, deployment or infrastructure files, or in a neighbouring package of the same monorepo. None of this is installed when you add the server: it describes how the project is built and released. We list it because a leaked key in a build pipeline is still a real problem, but it is not something this server does on your machine.
type: RollingUpdate
rollingUpdate:
maxSurge: 25%
maxUnavailable: 25%
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
That is not a flaw by itself — but it is where things go wrong when it is not the job. We re-read this code on every release. Watch it and you hear from us the day another one appears.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 0 min ago.
claude mcp add terradev --transport http https://terradev-mcp.terradev.cloud/sse
{
"mcpServers": {
"terradev": {
"url": "https://terradev-mcp.terradev.cloud/sse"
}
}
}
[mcp_servers.terradev]
url = "https://terradev-mcp.terradev.cloud/sse"
{
"mcpServers": {
"terradev": {
"url": "https://terradev-mcp.terradev.cloud/sse"
}
}
}
{
"mcpServers": {
"terradev": {
"url": "https://terradev-mcp.terradev.cloud/sse"
}
}
}
This one needs environment variables set before it will start:
RUNPOD_API_KEY (RunPod API key — get at runpod.io/console/settings/api-keys), VAST_API_KEY (Vast.ai API key — get at console.vast.ai/api-keys), LAMBDA_API_KEY (Lambda Labs API key — get at cloud.lambdalabs.com/api-keys), HF_TOKEN (HuggingFace API token — get at huggingface.co/settings/tokens), AWS_ACCESS_KEY_ID (AWS access key ID (pair with AWS_SECRET_ACCESS_KEY)), AWS_SECRET_ACCESS_KEY (AWS secret access key), GOOGLE_APPLICATION_CREDENTIALS (Path to GCP service account JSON key file), TERRADEV_MCP_BEARER_TOKEN (Bearer token for SSE/remote transport mode (stdio mode does not require this)).
The author declared them in the registry entry; get the values from the project itself.
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
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_list
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_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
vllm_analyze
vllm_auto_optimize
vllm_benchmark
vllm_inference
vllm_info
vllm_sleep
vllm_start
vllm_stop
vllm_wake
langfuse_configure
langfuse_datasets
langfuse_export_training_data
langfuse_k8s
langfuse_otel_env
langfuse_quality
langfuse_score
langfuse_scores
langfuse_test
langfuse_trace
langfuse_traces
train
train_detect_stragglers
train_monitor
train_resume
train_snapshot
train_status
train_stop
train_unsloth_run
train_unsloth_start
train_unsloth_stop
wandb_create_dashboard
wandb_create_report
wandb_create_terradev_alerts
wandb_create_terradev_dashboard
wandb_create_terradev_report
wandb_dashboard_status
wandb_list_projects
wandb_list_runs
wandb_run_details
wandb_setup_alerts
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
get_database_connection
query_database
inferx_configure
inferx_delete
inferx_deploy
inferx_list
inferx_optimize
inferx_quote
inferx_status
inferx_usage
k8s_create
k8s_destroy
k8s_device_plugin
k8s_gpu_operator_install
k8s_info
k8s_list
k8s_mig_configure
k8s_time_slicing
ray_disagg_pd_deploy
ray_list_jobs
ray_parallelism_strategy
ray_start
ray_status
ray_stop
ray_submit_job
ray_wide_ep_deploy
secrets_env
secrets_get
secrets_list
secrets_remove
secrets_run
secrets_set
secrets_sync
secrets_verify
phoenix_k8s
phoenix_otel_env
phoenix_projects
phoenix_snippet
phoenix_spans
phoenix_test
phoenix_trace
governance_compliance_report
governance_evaluate_opa
governance_move_data
governance_movement_history
governance_record_consent
governance_request_consent
ollama_chat
ollama_generate
ollama_list
ollama_model_info
ollama_ps
ollama_pull
orchestrator_evict
orchestrator_infer
orchestrator_load
orchestrator_register
orchestrator_start
orchestrator_status
qdrant_collections
qdrant_count
qdrant_create_collection
qdrant_info
qdrant_k8s
qdrant_test
checkpoint_delete
checkpoint_list
checkpoint_promote
checkpoint_restore
checkpoint_save
deepeval_evaluate
deepeval_init
deepeval_metrics
deepeval_run
dvc_diff
dvc_push
dvc_stage_checkpoint
dvc_status
hf_create_endpoint
hf_delete_endpoint
hf_endpoint_infer
hf_endpoint_info
guardrails_chat
guardrails_generate_config
guardrails_k8s
guardrails_test
langgraph_create_workflow
langgraph_evaluation_workflow
langgraph_orchestrator_worker
langgraph_workflow_status
preflight
preflight_gpu_check
preflight_network_check
preflight_report
sglang
sglang_inference
sglang_start
sglang_stop
cost_analyze
cost_optimize_recommend
cost_simulate
infer_failover
infer_route
infer_route_disagg
kserve_generate_yaml
kserve_list
kserve_status
lora_add
lora_list
lora_remove
mlflow_list_experiments
mlflow_log_run
mlflow_register_model
price_intel
price_spot_risk
price_trends
egress_cheapest_route
egress_optimize_staging
hf_hardware_compare
hf_hardware_recommend
langchain_create_sglang_pipeline
langchain_create_workflow
hf_space_deploy
hf_space_status
training_config_generate
training_launch_distributed
warm_pool_start
warm_pool_status
active_context
analytics
configure_provider
hf_list_datasets
hf_list_endpoints
gpu_topology
helm_generate
local_scan
manage_instance
manifests
hf_model_info
hf_list_models
moe_deploy
optimize
create_postgresql_connection
provision_gpu
rollback
setup_provider
hf_smart_template
create_sqlite_connection
stage
status
up
upsert_database
run_workflow
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://terradev-mcp.terradev.cloud/sse | sse | answering | 901 ms | 0 min ago |
Kilawatt Cloud MCP Server for AI Agent GPU Orchestration
LLM Orchestration Agent
LLM Orchestration Traced Agent
LLM Orchestration Agent 2
LLM Orchestration Agent (Cryptography)
LLM Orchestration Agent (Mcp)
LLM Orchestration JWT Agent
LLM Orchestration MCP Agent
Answers built from our own checks of this server.