Terradev
REMOTE · TERRADEV-MCP.TERRADEV.CLOUD · 2 COMPONENTS
Cross-cloud GPU orchestration CLI.
Available components
Last scanned (17 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.
Checks we ran (3)
- HTTPS
- DNSSEC
- Transport
Checks we could not complete (8)
These are gaps on our side, not findings about this hosted endpoint. We only credit what we can confirm, so a category made up entirely of them scores 0.
- TLS certificate in Endpoint SecurityTLS not yet verified: we couldn't open a connection to check the certificate.
- Authorization in Endpoint SecurityAuthorisation not yet verified: we couldn't confirm whether this endpoint requires it.
- HSTS header in Endpoint SecurityHSTS not yet verified: we couldn't read the response headers to check for it.
- Schema quality in Schema Quality & AI Usability (scores 0 for this)Schema not yet verified: we couldn't read the endpoint's schema, or could read only part of its tool list.
- Stability in Stability & Change Management (scores 0 for this)Stability not yet verified: not enough scan history yet (needs a 30-day window).
- Tool coverage in Tool Coverage (scores 0 for this)Tool coverage not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.
- Tool safety in Tool Safety (scores 0 for this)Tool safety not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.
- Capabilities in Capabilities (scores 0 for this)Capabilities not yet verified: we couldn't read the endpoint's capabilities.
Does not apply to this hosted endpoint (2)
- Supply Chain SecurityScored on package channels only. This is a hosted endpoint, so there is nothing to install or inspect.
- Provenance & TransparencyScored on package channels only. This is a hosted endpoint, so there is nothing to install or inspect.
The score does not measure everything. What the score does not measure →
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. | DS published | 7041 | 13 | Verified |
| terradev.cloud. | No DS | 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 →
triggers_enable ~84
Enable or disable a trigger.
| 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.
triggers_execute ~85
Manually execute a trigger now.
| 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.
triggers_history ~83
Show trigger execution history.
| 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.
triggers_list ~82
List configured triggers.
| 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.
up ~114
CLI-native provisioning with manifest cache and drift detection. Use --fix-drift to detect and auto-fix drifted infrastructure.
| 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… |
| job | string | yes | Job name for manifest tracking |
No output schema declared.
No examples provided.
upsert_database ~137
Insert or update data in a database table. Performs upsert operation (insert or update on conflict).
| Name | Type | Req | Description |
|---|---|---|---|
| connection_id | string | yes | Database connection ID |
| 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… |
| data | object | yes | Data to insert/update as key-value pairs |
| table | string | yes | Table name (without prefix) |
No output schema declared.
No examples provided.
vllm_analyze ~123
Analyze a running vLLM server's workload and return specific optimization recommendations with before/after comparisons.
| 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… |
| endpoint | string | yes | vLLM endpoint URL (e.g. http://localhost:8000) |
No output schema declared.
No examples provided.
vllm_auto_optimize ~122
Automatically optimize vLLM configuration by analyzing workload patterns. Selects optimal settings for the 6 critical knobs based on live endpoint metrics or sample request files.
| 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 |
No output schema declared.
No examples provided.
vllm_benchmark ~116
Benchmark a vLLM endpoint with concurrent requests. Returns throughput (req/s), success rate, and total 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… |
| endpoint | string | yes | vLLM endpoint URL |
No output schema declared.
No examples provided.
vllm_inference ~136
Test inference against a running vLLM endpoint (completions or chat).
| 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… |
| endpoint | string | yes | vLLM endpoint URL (e.g. http://10.0.0.1:8000) |
| model | string | yes | Model name to use |
No output schema declared.
No examples provided.
vllm_info ~124
Get vLLM server info: loaded models, config, and health 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… |
| endpoint | string | yes | vLLM endpoint URL (e.g. http://10.0.0.1:8000) |
No output schema declared.
No examples provided.
vllm_sleep ~123
Put a vLLM server to sleep. Level 1: offload to CPU (fast wake). Level 2: discard weights (minimal RAM).
| 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… |
| endpoint | string | yes | vLLM endpoint URL |
No output schema declared.
No examples provided.
vllm_start ~136
Start a vLLM inference server on a remote instance via SSH/systemd. Supports Multi-LoRA, Sleep Mode, KV Offloading, Speculative Decoding.
| 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… |
| instance_ip | string | yes | Target instance IP |
| model | string | yes | HuggingFace model ID |
No output schema declared.
No examples provided.
vllm_stop ~102
Stop a vLLM server on a remote instance.
| 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… |
| instance_ip | string | yes | Target instance IP |
No output schema declared.
No examples provided.
vllm_wake ~116
Wake a sleeping vLLM server. For Level 2 sleep, also reloads weights and resets prefix cache.
| 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… |
| endpoint | string | yes | vLLM endpoint URL |
No output schema declared.
No examples provided.
wandb_create_dashboard ~125
Create a custom W&B dashboard with GPU metrics, training loss, and cost panels.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | W&B 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… |
| dashboard_config | object | yes | Dashboard config (name, panels, metrics) |
No output schema declared.
No examples provided.
wandb_create_report ~125
Create a W&B report with custom sections, charts, and narrative text.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | W&B 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… |
| report_config | object | yes | Report config (title, sections, metrics, description) |
No output schema declared.
No examples provided.
wandb_create_terradev_alerts ~123
Auto-create standard Terradev alerts: GPU cost > budget, utilization < 50%, training loss spike, straggler detection.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | W&B 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.
wandb_create_terradev_dashboard ~119
Auto-create a Terradev-specific W&B dashboard with GPU utilization, cost tracking, training metrics, and infrastructure panels.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | W&B 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.
wandb_create_terradev_report ~117
Auto-generate a Terradev infrastructure report: GPU costs, provider comparison, training efficiency, and recommendations.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | W&B 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.
wandb_dashboard_status ~108
Get comprehensive W&B monitoring overview: dashboards, reports, alerts, active runs.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | W&B 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.
wandb_list_projects ~105
List all Weights & Biases projects for the configured entity.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | W&B 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.
wandb_list_runs ~119
List runs in a W&B project with status, metrics summary, and config.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | W&B 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… |
| project | string | yes | W&B project name |
No output schema declared.
No examples provided.
wandb_run_details ~119
Get detailed info, metrics, and artifacts for a specific W&B run.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | W&B 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… |
| run_id | string | yes | W&B run ID |
No output schema declared.
No examples provided.
wandb_setup_alerts ~131
Set up custom W&B alerts for GPU metrics: cost thresholds, utilization drops, training anomalies.
| Name | Type | Req | Description |
|---|---|---|---|
| alert_config | object | yes | Alert config (metric, threshold, condition, notification_channel) |
| api_key | string | yes | W&B 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.
warm_pool_start ~112
Start the warm pool manager for intelligent model pre-warming. 5 strategies: traffic_based, time_based, priority_based, cost_optimized, latency_optimized.
| 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.
warm_pool_status ~96
Get warm pool status: hit rate, cold starts, memory saved, cost saved.
| 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.
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.
What did VerifyMCP test on the Terradev MCP server?
VerifyMCP ran 3 checks on Terradev, covering HTTPS, DNSSEC and Transport. 8 items could not be completed, a gap on our side rather than a finding about Terradev: TLS certificate, Authorization, HSTS header, Schema quality and 4 more. 5 categories score 0 for that reason, because we only credit what we can confirm. Supply Chain Security and Provenance & Transparency do not apply to a hosted endpoint, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.