Terradev
REMOTE · TERRADEV-MCP.TERRADEV.CLOUD · 2 COMPONENTS
Cross-cloud GPU orchestration CLI.
Available components
Last scanned (13 hours ago)
Scores higher than 58% of remote servers
Unreachable for 1 day in a row. Last reached 4 Nov 2026.
Category Cloud Infrastructure
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security11
- TLS not yet verified: we couldn't open a connection to check the certificate. View diagnostics → Unverified
- Authorisation not yet verified: we couldn't confirm whether this endpoint requires it. View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS not yet verified: we couldn't read the response headers to check for it. View diagnostics → Unverified
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability0
- Transport check failed: declared sse, but we couldn't connect to verify it. See how to fix → View diagnostics → Fail
Schema Quality & AI Usability0
- Schema not yet verified: we couldn't read the endpoint's schema, or could read only part of its tool list.Unverified
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage0
- Tool coverage not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.Unverified
Tool Safety0
- Tool safety not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.Unverified
Capabilities0
- Capabilities not yet verified: we couldn't read the endpoint's capabilities.Unverified
Unverified: 5 categories
Categories scored 0 because we could not verify them: authentication we do not have, an unreachable endpoint, or not enough scan history. We only credit what we can confirm.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 5 Nov 26 0
- Endpoint reachability: reachable → unreachable ▼ security
- Tool safety: pass → unverified ▼ security
- TLS certificate: pass → unverified ▼ security
- HSTS header: fail → unverified ▼ security
- Stability: pass → unverified ▼ security
- Transport: pass → fail ▼ security
- Authorization: Authorisation not yet verified: we couldn't confirm whether this endpoint requires it. security
- Tool coverage: 100 → unverified ▼ functional
- Capabilities: pass → unverified ▼ functional
- Schema quality: 100 → unverified ▼ functional
- 10 Oct 26 +1
- Stability: fail → pass ▲ security
- 7 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 87 to 93.
- 5 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 83 to 87.
- 29 Sept 26 0
- Schema quality: 27375 → 30174 ▼ functional
- New tool “preflight_provision” functional
- New tool “migrate_status” functional
- New tool “migrate_rollback” functional
- New tool “migrate_plan” functional
- New tool “migrate_execute” functional
- New tool “migrate_compare” functional
- New tool “lineage_trace” functional
- New tool “lineage_graph” functional
- New tool “lineage_export” functional
- New tool “lineage_diff” functional
- New tool “lineage_checkpoint” functional
- New tool “kv_cache_efficiency” functional
- New tool “karpenter_status” functional
- New tool “karpenter_resources” functional
- New tool “karpenter_nodepools” functional
- New tool “karpenter_logs” functional
- New tool “karpenter_install” functional
- New tool “karpenter_gpu_nodes” functional
- New tool “karpenter_events” functional
- New tool “karpenter_delete_nodepool” functional
- New tool “karpenter_create_nodepool” functional
- New tool “environments_promote” functional
- New tool “environments_list” functional
- New tool “environments_history” functional
- New tool “environments_create” functional
- New tool “environments_approve” functional
- New tool “triggers_enable” functional
- New tool “triggers_execute” functional
- New tool “triggers_history” functional
- New tool “triggers_create” functional
- New tool “triggers_list” functional
- New tool “quote_gpu” functional
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 10 Sept 26 0
First indexed and scored.
- Stability: 0.03 → fail ▼ security
- A breaking change shipped without a version bump: still 2.0.1 ▼ security
- Tool “vault_get” was removed ▼ security
- Tool “vault_set” was removed ▼ security
- Tool “vault_sync” was removed ▼ security
- Tool “vault_run” was removed ▼ security
- Tool “vault_list” was removed ▼ security
- Tool “vault_remove” was removed ▼ security
- Tool “vault_env” was removed ▼ security
- Tool “vault_verify” was removed ▼ security
- New tool “secrets_run” functional
- New tool “secrets_get” functional
- New tool “secrets_list” functional
- New tool “secrets_env” functional
- New tool “secrets_set” functional
- New tool “secrets_remove” functional
- New tool “secrets_verify” functional
- New tool “secrets_sync” functional
- “agent_mem0_forget” reworded the description of “credentials” cosmetic
- “phoenix_otel_env” reworded the description of “credentials” cosmetic
- “langfuse_score” reworded the description of “credentials” cosmetic
- “ray_status” reworded the description of “credentials” cosmetic
- “agent_deploy” reworded the description of “credentials” cosmetic
- “agent_mem0_get” reworded the description of “credentials” cosmetic
- “training_launch_distributed” reworded the description of “credentials” cosmetic
- “price_intel” reworded the description of “credentials” cosmetic
- “agent_mem0_update” reworded the description of “credentials” cosmetic
- “vllm_benchmark” reworded the description of “credentials” cosmetic
- “langchain_create_workflow” reworded the description of “credentials” cosmetic
- “train_unsloth_run” reworded the description of “credentials” cosmetic
- “run_workflow” reworded the description of “credentials” cosmetic
- “sglang_inference” reworded the description of “credentials” cosmetic
- “status” reworded the description of “credentials” cosmetic
- “active_context” reworded the description of “credentials” cosmetic
- “manage_instance” reworded the description of “credentials” cosmetic
- “warm_pool_start” reworded the description of “credentials” cosmetic
- “dvc_diff” reworded the description of “credentials” cosmetic
- “vllm_wake” reworded the description of “credentials” cosmetic
- “agent_status” reworded the description of “credentials” cosmetic
- “hf_smart_template” reworded the description of “credentials” cosmetic
- “provision_gpu” reworded the description of “credentials” cosmetic
- “train_snapshot” reworded the description of “credentials” cosmetic
- “checkpoint_delete” reworded the description of “credentials” cosmetic
- “hf_list_datasets” reworded the description of “credentials” cosmetic
- “database_weaviate_query” reworded the description of “credentials” cosmetic
- “sglang” reworded the description of “credentials” cosmetic
- “deepeval_metrics” reworded the description of “credentials” cosmetic
- “dvc_status” reworded the description of “credentials” cosmetic
- “dvc_push” reworded the description of “credentials” cosmetic
- “langgraph_workflow_status” reworded the description of “credentials” cosmetic
- “sglang_stop” reworded the description of “credentials” cosmetic
- “agent_langgraph_status” reworded the description of “credentials” cosmetic
- “phoenix_spans” reworded the description of “credentials” cosmetic
- “wandb_run_details” reworded the description of “credentials” cosmetic
- “phoenix_k8s” reworded the description of “credentials” cosmetic
- “guardrails_k8s” reworded the description of “credentials” cosmetic
- “langgraph_orchestrator_worker” reworded the description of “credentials” cosmetic
- “orchestrator_status” reworded the description of “credentials” cosmetic
- “langfuse_quality” reworded the description of “credentials” cosmetic
- “agent_mem0_add” reworded the description of “credentials” cosmetic
- “get_database_connection” reworded the description of “credentials” cosmetic
- “cost_simulate” reworded the description of “credentials” cosmetic
- “helm_generate” reworded the description of “credentials” cosmetic
- “agent_agentic_serving_show_config” reworded the description of “credentials” cosmetic
- “qdrant_collections” reworded the description of “credentials” cosmetic
- “agent_letta_list” reworded the description of “credentials” cosmetic
- “hf_create_endpoint” reworded the description of “credentials” cosmetic
- “inferx_usage” reworded the description of “credentials” cosmetic
- “ollama_model_info” reworded the description of “credentials” cosmetic
- “guardrails_chat” reworded the description of “credentials” cosmetic
- “train_stop” reworded the description of “credentials” cosmetic
- “infer_failover” reworded the description of “credentials” cosmetic
- “train_resume” reworded the description of “credentials” cosmetic
- “governance_request_consent” reworded the description of “credentials” cosmetic
- “ollama_pull” reworded the description of “credentials” cosmetic
- “dvc_stage_checkpoint” reworded the description of “credentials” cosmetic
- “agent_langchain_create_langgraph” reworded the description of “credentials” cosmetic
- “analytics” reworded the description of “credentials” cosmetic
- “langgraph_create_workflow” reworded the description of “credentials” cosmetic
- “sglang_start” reworded the description of “credentials” cosmetic
- “agent_cost” reworded the description of “credentials” cosmetic
- “agent_skill_attach” reworded the description of “credentials” cosmetic
- “preflight” reworded the description of “credentials” cosmetic
- “qdrant_info” reworded the description of “credentials” cosmetic
- “agent_teardown” reworded the description of “credentials” cosmetic
- “train_monitor” reworded the description of “credentials” cosmetic
- “egress_cheapest_route” reworded the description of “credentials” cosmetic
- “agent_agentic_serving_launch_args” reworded the description of “credentials” cosmetic
- “inferx_list” reworded the description of “credentials” cosmetic
- “database_weaviate_list_collections” reworded the description of “credentials” cosmetic
- “hf_delete_endpoint” reworded the description of “credentials” cosmetic
- “vllm_analyze” reworded the description of “credentials” cosmetic
- “hf_list_endpoints” reworded the description of “credentials” cosmetic
- “inferx_quote” reworded the description of “credentials” cosmetic
- “query_database” reworded the description of “credentials” cosmetic
- “ray_start” reworded the description of “credentials” cosmetic
- “price_trends” reworded the description of “credentials” cosmetic
- “checkpoint_list” reworded the description of “credentials” cosmetic
- “k8s_create” reworded the description of “credentials” cosmetic
- “hf_model_info” reworded the description of “credentials” cosmetic
- “preflight_report” reworded the description of “credentials” cosmetic
- “ollama_ps” reworded the description of “credentials” cosmetic
- “vllm_info” reworded the description of “credentials” cosmetic
- “inferx_optimize” reworded the description of “credentials” cosmetic
- “hf_space_deploy” reworded the description of “credentials” cosmetic
- “orchestrator_register” reworded the description of “credentials” cosmetic
- “lora_remove” reworded the description of “credentials” cosmetic
- “infer_route” reworded the description of “credentials” cosmetic
- “inferx_status” reworded the description of “credentials” cosmetic
- “hf_hardware_compare” reworded the description of “credentials” cosmetic
- “k8s_list” reworded the description of “credentials” cosmetic
- “checkpoint_save” reworded the description of “credentials” cosmetic
- “agent_letta_delete” reworded the description of “credentials” cosmetic
- “agent_langgraph_deploy” reworded the description of “credentials” cosmetic
- “agent_vector_db_up” reworded the description of “credentials” cosmetic
- “vllm_auto_optimize” reworded the description of “credentials” cosmetic
- “create_sqlite_connection” reworded the description of “credentials” cosmetic
- “train_status” reworded the description of “credentials” cosmetic
- “agent_skill_init” reworded the description of “credentials” cosmetic
- “langfuse_datasets” reworded the description of “credentials” cosmetic
- “governance_record_consent” reworded the description of “credentials” cosmetic
- “agent_letta_status” reworded the description of “credentials” cosmetic
- “agent_letta_chat” reworded the description of “credentials” cosmetic
- “database_weaviate_create_collection” reworded the description of “credentials” cosmetic
- “hf_endpoint_info” reworded the description of “credentials” cosmetic
- “ray_stop” reworded the description of “credentials” cosmetic
- “ml_vllm_lora_sync” reworded the description of “credentials” cosmetic
- “phoenix_snippet” reworded the description of “credentials” cosmetic
- “agent_langchain_test” reworded the description of “credentials” cosmetic
- “mlflow_log_run” reworded the description of “credentials” cosmetic
- “agent_langgraph_test” reworded the description of “credentials” cosmetic
- “egress_optimize_staging” reworded the description of “credentials” cosmetic
- “agent_mem0_search” reworded the description of “credentials” cosmetic
- “inferx_delete” reworded the description of “credentials” cosmetic
- “guardrails_generate_config” reworded the description of “credentials” cosmetic
- “k8s_device_plugin” reworded the description of “credentials” cosmetic
- “mlflow_register_model” reworded the description of “credentials” cosmetic
- “mlflow_list_experiments” reworded the description of “credentials” cosmetic
- “agent_mem0_test” reworded the description of “credentials” cosmetic
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Probed https://terradev-mcp.terradev.cloud/sse
TLS unreached
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of terradev-mcp.terradev.cloud. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| cloud. | present | 7041 | 13 | Verified |
| terradev.cloud. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication Inconclusive
We could not reach the endpoint well enough to judge its authorisation posture.
| Result | Inconclusive |
|---|
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| sse | https://terradev-mcp.terradev.cloud/sse | Unreachable | ||
| http (plaintext) | http://terradev-mcp.terradev.cloud/sse | HTTPS enforced |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
hf_space_status ~99
Get HuggingFace Space deployment status.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| space_name | string | yes | Space name to check |
No output schema declared.
No examples provided.
infer_failover ~111
Run health checks and auto-failover for inference endpoints. If a primary endpoint is unhealthy and has a backup configured, traffic automatically shifts to the backup provider.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
infer_route ~129
Semantic-aware inference routing. Analyzes query content across 6 signal dimensions (modality, complexity, domain, language, safety, keywords), applies NUMA-aware endpoint scoring, and selects the optimal inference endpoint. Uses DAG parallel execution for signal extraction.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
infer_route_disagg ~171
Disaggregated Prefill/Decode routing (DistServe architecture). Splits LLM inference into compute-bound prefill phase (routed to FLOPS-optimized GPUs like H100 SXM) and memory-bound decode phase (routed to bandwidth-optimized GPUs like MI300X). Tracks KV cache handoffs between endpoint pairs.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| model | string | yes | Model name for disaggregated pair selection (e.g., llama-3-70b) |
No output schema declared.
No examples provided.
inferx_configure ~100
Configure InferX serverless platform credentials.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | InferX API key |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
inferx_delete ~99
Delete an InferX model deployment.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| model_id | string | yes | Model deployment ID to delete |
No output schema declared.
No examples provided.
inferx_deploy ~127
Deploy model to InferX serverless platform
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| gpu_type | string | yes | GPU type for inference |
| model | string | yes | Model ID (e.g., meta-llama/Llama-2-7b-hf) |
No output schema declared.
No examples provided.
inferx_list ~85
List deployed InferX models
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
inferx_optimize ~87
Get cost analysis for inference endpoints
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
inferx_quote ~89
Get InferX pricing quotes for a GPU type.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
inferx_status ~85
Check InferX endpoint status
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
inferx_usage ~95
Get InferX account usage statistics: requests, cost, GPU hours, latency.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
k8s_create ~116
Create Kubernetes cluster with GPU nodes for optimal multi-cloud deployment
| Name | Type | Req | Description |
|---|---|---|---|
| cluster_name | string | yes | Name of the cluster |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| gpu_type | string | yes | GPU type for nodes |
No output schema declared.
No examples provided.
k8s_destroy ~99
Destroy a Kubernetes cluster
| Name | Type | Req | Description |
|---|---|---|---|
| cluster_name | string | yes | Name of the cluster to destroy |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
k8s_device_plugin ~110
Configure Kubernetes GPU device plugin settings: time-slicing, MIG strategy, and resource naming.
| Name | Type | Req | Description |
|---|---|---|---|
| cluster_name | string | yes | Target cluster name |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
k8s_gpu_operator_install ~119
Install NVIDIA GPU Operator on a Kubernetes cluster. Configures driver containers, device plugin, DCGM exporter, and GPU Feature Discovery.
| Name | Type | Req | Description |
|---|---|---|---|
| cluster_name | string | yes | Target cluster name |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
k8s_info ~99
Get information about a specific cluster
| Name | Type | Req | Description |
|---|---|---|---|
| cluster_name | string | yes | Name of the cluster |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
k8s_list ~84
List Kubernetes clusters
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
k8s_mig_configure ~136
Configure Multi-Instance GPU (MIG) partitioning on A100/H100 GPUs. Splits a single GPU into isolated instances for multi-tenant workloads.
| Name | Type | Req | Description |
|---|---|---|---|
| cluster_name | string | yes | Target cluster name |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| mig_profile | string | yes | MIG profile |
No output schema declared.
No examples provided.
k8s_time_slicing ~115
Configure GPU time-slicing for Kubernetes. Allows multiple pods to share a single GPU with configurable oversubscription.
| Name | Type | Req | Description |
|---|---|---|---|
| cluster_name | string | yes | Target cluster name |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
karpenter_create_nodepool ~91
Create a Karpenter GPU NodePool.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
karpenter_delete_nodepool ~90
Delete a Karpenter NodePool.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
karpenter_events ~88
Show recent Karpenter scaling events.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
karpenter_gpu_nodes ~91
List GPU nodes provisioned by Karpenter.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
karpenter_install ~95
Install Karpenter on an EKS cluster for GPU node autoscaling.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
karpenter_logs ~87
Show Karpenter controller logs.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
karpenter_nodepools ~89
List Karpenter NodePools.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
karpenter_resources ~89
Show Karpenter resource usage and capacity.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
karpenter_status ~88
Show Karpenter installation/controller status.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
kserve_generate_yaml ~170
Generate a GPU-aware KServe InferenceService YAML manifest with NUMA pinning, resource limits derived from model size and VRAM, and topology hints.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| gpu_type | string | yes | GPU type (e.g. A100, H100) |
| model_name | string | yes | Model name for the InferenceService |
| model_uri | string | yes | Model storage URI (e.g. s3://bucket/model or gs://bucket/model) |
No output schema declared.
No examples provided.
kserve_list ~90
List KServe InferenceServices in a Kubernetes namespace.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
kserve_status ~109
Get detailed status of a KServe InferenceService including readiness, traffic split, and URL.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| name | string | yes | InferenceService name |
No output schema declared.
No examples provided.
kv_cache_efficiency ~88
Analyze KV cache efficiency across serving endpoints.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
langchain_create_sglang_pipeline ~138
Create an SGLang model-serving pipeline via LangChain. Connects LangChain agents to SGLang inference endpoints.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | LangChain API key |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| pipeline_config | object | yes | Pipeline config (model, endpoint, temperature, max_tokens) |
No output schema declared.
No examples provided.
langchain_create_workflow ~117
Create a LangChain workflow.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | LangChain API key |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| workflow_config | object | yes | Workflow configuration (name, steps, model, tools) |
No output schema declared.
No examples provided.
langfuse_configure ~132
Configure Langfuse credentials (public key, secret key, host URL).
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| public_key | string | yes | Langfuse public key (pk-lf-...) |
| secret_key | string | yes | Langfuse secret key (sk-lf-...) |
No output schema declared.
No examples provided.
langfuse_datasets ~93
List Langfuse datasets for evaluation and fine-tuning.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
langfuse_export_training_data ~104
Export Langfuse traces as instruction/response pairs for LoRA fine-tuning. Filters by quality score.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
langfuse_k8s ~94
Generate Kubernetes deployment manifest for self-hosted Langfuse.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
langfuse_otel_env ~101
Print OTEL environment variables for instrumenting LLM apps to send traces to Langfuse.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
langfuse_quality ~93
Get aggregated quality metrics from Langfuse scores for drift detection.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
langfuse_score ~138
Create an evaluation score for a Langfuse trace (e.g. quality, accuracy, relevance).
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| name | string | yes | Score name (e.g. quality, accuracy) |
| trace_id | string | yes | Trace ID to score |
| value | number | yes | Numeric score value |
No output schema declared.
No examples provided.
langfuse_scores ~96
List evaluation scores from Langfuse, optionally filtered by trace or score name.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
langfuse_test ~90
Test Langfuse connectivity and list accessible projects.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
langfuse_trace ~103
Get a single Langfuse trace with all observations/spans.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| trace_id | string | yes | Trace ID |
No output schema declared.
No examples provided.
langfuse_traces ~91
List recent LLM traces from Langfuse.
| Name | Type | Req | Description |
|---|---|---|---|
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
No output schema declared.
No examples provided.
langgraph_create_workflow ~131
Create a LangGraph stateful workflow with monitoring. Supports agent graphs, tool calling, and state persistence.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | LangChain API key |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| graph_config | object | yes | Graph configuration (nodes, edges, state_schema) |
No output schema declared.
No examples provided.
langgraph_evaluation_workflow ~135
Create an evaluator-optimizer workflow in LangGraph. Generates outputs, evaluates quality, and iteratively improves.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | LangChain API key |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| evaluation_config | object | yes | Evaluation config (generator_prompt, evaluator_criteria, max_iterations) |
No output schema declared.
No examples provided.
langgraph_orchestrator_worker ~138
Create an orchestrator-worker pattern workflow in LangGraph. The orchestrator delegates tasks to specialized worker agents.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | LangChain API key |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| workflow_config | object | yes | Orchestrator-worker config (orchestrator_prompt, workers, routing_strategy) |
No output schema declared.
No examples provided.
langgraph_workflow_status ~117
Get the status and metrics of a LangGraph workflow execution.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | LangChain API key |
| credentials | object | – | BYOAPI — your own provider credentials as env vars for this call only (never stored). E.g. {"RUNPOD_API_KEY": "..."}, {"AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..."}, or the TERRADEV_<PR… |
| workflow_id | string | yes | Workflow ID to check |
No output schema declared.
No examples provided.
How do I install the Terradev MCP server?
Terradev is a hosted endpoint at https://terradev-mcp.terradev.cloud/sse, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · terradev-mcp.terradev.cloud
claude mcp add --transport http theoddden-terradev 'https://terradev-mcp.terradev.cloud/sse'
What is the Terradev MCP server?
Terradev is an MCP server listed in the public MCP registry as io.github.theoddden/terradev. Cross-cloud GPU orchestration CLI. This page covers its hosted endpoint (https://terradev-mcp.terradev.cloud/sse).
Is the Terradev MCP server safe to use?
Terradev scores 72 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the Terradev MCP server expose?
Terradev exposes 277 tools: provision_gpu, preflight_report, preflight_gpu_check, preflight_network_check, local_scan, and 272 more. Their descriptions and schemas cost roughly 30,080 tokens of context every time the server is loaded.
Does the Terradev MCP server require authentication?
Its publisher declares no required credentials for Terradev. We have not been able to confirm that against the live endpoint, and a server can require authorisation without declaring it here.
Is the Terradev MCP server still maintained?
Terradev is still listed in the MCP registry, though our most recent checks did not reach this channel. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.