Terradev
REMOTE · TERRADEV-MCP.TERRADEV.CLOUD · 2 COMPONENTS
Cross-cloud GPU orchestration CLI.
Available components
Last scanned (12 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 →
active_context ~109
Get current Terradev state: running training jobs, active instances, spend-to-date, alerts. Call this on session start to resume context from previous sessions.
| 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.
agent_agentic_serving_configure ~90
Configure agentic inference serving settings.
| 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.
agent_agentic_serving_helm_values ~93
Print Helm values for agentic inference 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… |
No output schema declared.
No examples provided.
agent_agentic_serving_k8s ~95
Print K8s deployment manifests for agentic inference.
| 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.
agent_agentic_serving_launch_args ~92
Print engine launch arguments for copy-paste.
| 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.
agent_agentic_serving_lmcache_env ~91
Print LMCache environment variables.
| 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.
agent_agentic_serving_show_config ~90
Show current agentic serving configuration.
| 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.
agent_cost ~99
Show real-time cost breakdown for a fleet by tier.
| 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… |
| fleet_id | string | yes | Fleet ID |
No output schema declared.
No examples provided.
agent_deploy ~89
Provision a heterogeneous agent fleet across all tiers simultaneously.
| 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.
agent_langchain_create_langgraph ~98
Create a LangGraph workflow.
| 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… |
| graph_name | string | yes | graph_name |
No output schema declared.
No examples provided.
agent_langchain_create_pipeline ~98
Create an SGLang pipeline.
| 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… |
| pipeline_name | string | yes | pipeline_name |
No output schema declared.
No examples provided.
agent_langchain_create_workflow ~98
Create a LangChain workflow.
| 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… |
| workflow_name | string | yes | workflow_name |
No output schema declared.
No examples provided.
agent_langchain_test ~87
Test connection to LangChain service.
| 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.
agent_langgraph_create_workflow ~107
Create a LangGraph workflow.
| 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… |
| type | string | yes | Workflow type |
| workflow_name | string | yes | workflow_name |
No output schema declared.
No examples provided.
agent_langgraph_deploy ~95
Deploy a workflow.
| 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… |
| workflow_name | string | yes | workflow_name |
No output schema declared.
No examples provided.
agent_langgraph_status ~94
Get workflow 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… |
| workflow_id | string | yes | workflow_id |
No output schema declared.
No examples provided.
agent_langgraph_test ~87
Test connection to LangGraph service.
| 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.
agent_letta_chat ~109
Send a message to a Letta agent.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | Agent 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… |
| message | string | yes | Message to send |
No output schema declared.
No examples provided.
agent_letta_create ~98
Create a new stateful Letta agent.
| 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 | Agent name |
No output schema declared.
No examples provided.
agent_letta_delete ~96
Delete a Letta agent.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | Agent 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… |
No output schema declared.
No examples provided.
agent_letta_list ~85
List Letta agents.
| 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.
agent_letta_remember ~110
Teach a Letta agent a durable fact.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | Agent 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… |
| text | string | yes | Fact to remember |
No output schema declared.
No examples provided.
agent_letta_status ~99
Show the state of a Letta agent.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | Agent 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… |
No output schema declared.
No examples provided.
agent_list ~84
List all known agent fleets.
| 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.
agent_mem0_add ~112
Store a memory in Mem0 for an agent or user.
| 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… |
| text | string | yes | Text to remember |
| user_id | string | yes | User ID |
No output schema declared.
No examples provided.
agent_mem0_configure ~100
Configure Mem0 credentials and defaults.
| Name | Type | Req | Description |
|---|---|---|---|
| api_key | string | yes | Mem0 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.
agent_mem0_delete ~96
Delete a memory by ID.
| 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… |
| memory_id | string | yes | Memory ID |
No output schema declared.
No examples provided.
agent_mem0_forget ~99
Delete all memories matching an entity scope.
| 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… |
| user_id | string | yes | User ID |
No output schema declared.
No examples provided.
agent_mem0_get ~97
Get a single memory by ID.
| 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… |
| memory_id | string | yes | Memory ID |
No output schema declared.
No examples provided.
agent_mem0_list ~97
List memories for an entity scope.
| 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… |
| user_id | string | yes | User ID |
No output schema declared.
No examples provided.
agent_mem0_search ~104
Search agent/user memories.
| 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… |
| query | string | yes | Search query |
| user_id | string | yes | User ID |
No output schema declared.
No examples provided.
agent_mem0_test ~86
Test connection to Mem0.
| 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.
agent_mem0_update ~96
Update a memory by ID.
| 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… |
| memory_id | string | yes | Memory ID |
No output schema declared.
No examples provided.
agent_plan ~101
Plan a heterogeneous agent fleet without provisioning.
| Name | Type | Req | Description |
|---|---|---|---|
| agents | integer | yes | Number of concurrent agent loops to provision for |
| 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.
agent_scale ~124
Scale a single fleet tier up or down without affecting other tiers.
| Name | Type | Req | Description |
|---|---|---|---|
| count | integer | yes | New instance count for this tier |
| 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… |
| fleet_id | string | yes | Fleet ID |
| tier | string | yes | Tier to scale |
No output schema declared.
No examples provided.
agent_skill_attach ~117
Attach a skill.md to a Letta agent as a durable memory block.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | Letta agent 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… |
| skill | string | yes | Path to skill.md |
No output schema declared.
No examples provided.
agent_skill_init ~97
Create a skill.md template for an agent.
| 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 | Skill name |
No output schema declared.
No examples provided.
agent_status ~115
Show live status of a fleet — tier health, KV hit rate, queue depth, cost.
| 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… |
| fleet_id | string | yes | Fleet ID returned by 'terradev agent deploy' |
No output schema declared.
No examples provided.
agent_teardown ~101
Terminate all fleet instances and remove fleet state.
| 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… |
| fleet_id | string | yes | Fleet ID to destroy |
No output schema declared.
No examples provided.
agent_vector_db_down ~92
Teardown a vector database provisioned for an agent fleet.
| 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.
agent_vector_db_up ~89
Provision a vector database for an agent fleet.
| 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.
analytics ~81
Get cost analytics
| 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.
checkpoint_delete ~105
Delete a checkpoint.
| Name | Type | Req | Description |
|---|---|---|---|
| checkpoint_id | string | yes | Checkpoint ID to delete |
| 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_id | string | yes | Job ID |
No output schema declared.
No examples provided.
checkpoint_list ~96
List all checkpoints for a training job.
| 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_id | string | yes | Job ID |
No output schema declared.
No examples provided.
checkpoint_promote ~130
Promote a checkpoint to a final model path for serving.
| Name | Type | Req | Description |
|---|---|---|---|
| checkpoint_id | string | yes | Checkpoint ID to promote |
| 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… |
| dest | string | yes | Destination path (e.g., /models/final) |
| job_id | string | yes | Job ID |
No output schema declared.
No examples provided.
checkpoint_restore ~97
Restore a specific checkpoint for a training job.
| 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_id | string | yes | Job ID |
No output schema declared.
No examples provided.
checkpoint_save ~100
Manually trigger a checkpoint save for a running training job.
| 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_id | string | yes | Job ID |
No output schema declared.
No examples provided.
configure_provider ~92
Configure provider credentials
| 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… |
| provider | string | yes | Provider to configure |
No output schema declared.
No examples provided.
cost_analyze ~101
Deep cost analysis of current GPU infrastructure: per-provider breakdown, utilization efficiency, waste identification, and optimization potential.
| 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.
cost_optimize_recommend ~105
Generate actionable cost optimization recommendations: spot migration, GPU right-sizing, provider arbitrage, idle shutdown, and density packing.
| 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.