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Terradev

REMOTE · TERRADEV-MCP.TERRADEV.CLOUD · 2 COMPONENTS · SCANNED SEP 21

Cross-cloud GPU orchestration CLI.

Available components

remote · terradev-mcp.terradev.cloud 63 pypi · terradev-cli 76
+3 this week 63 Trust /100
Trust breakdown (7 categories)

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 Security57
Transport & Reachability40
Schema Quality & AI Usability79
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 27375 tokens (~109/item across 250 items; 245 tools + 5 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management40
  • Stability check failed: schema churn in the 13 days we've observed: 8 tool removals, 0 breaking changes, 0 auth/transport breaks, 8 additions. See how to fix → Fail
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety75
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • 0 of 21 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "inferx_deploy" implies "deploy" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Fail
  • An AI judge read all 246 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

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

# add to Claude Code
claude mcp add --transport http theoddden-terradev 'https://terradev-mcp.terradev.cloud/sse'
// .cursor/mcp.json
{
  "mcpServers": {
    "theoddden-terradev": {
      "url": "https://terradev-mcp.terradev.cloud/sse"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "theoddden-terradev": {
      "type": "http",
      "url": "https://terradev-mcp.terradev.cloud/sse"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.theoddden-terradev]
url = "https://terradev-mcp.terradev.cloud/sse"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "theoddden-terradev": {
      "type": "remote",
      "url": "https://terradev-mcp.terradev.cloud/sse",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add theoddden-terradev --url 'https://terradev-mcp.terradev.cloud/sse' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  theoddden-terradev:
    url: "https://terradev-mcp.terradev.cloud/sse"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "theoddden-terradev": {
      "Transport": "http",
      "Url": "https://terradev-mcp.terradev.cloud/sse"
    }
  }
}
# add to Vellum
assistant mcp add theoddden-terradev -t streamable-http -u 'https://terradev-mcp.terradev.cloud/sse'
// mcp.json
{
  "mcpServers": {
    "theoddden-terradev": {
      "type": "http",
      "url": "https://terradev-mcp.terradev.cloud/sse"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

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.

  • 20 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 33 to 37.

  • 18 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 27 to 30.

  • 16 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 20 to 23.

  • 14 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 13 to 17.

  • 11 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7.

  • 10 Sept 26 0

    We did not load change detail this far back for this component, so this day may have recorded more than is shown.

    • Stability: 0.03 → fail ▼ security
    • A breaking change shipped without a version bump: still 2.0.1 ▼ 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
    • Tool “vault_get” was removed ▼ security
    • Tool “vault_set” was removed ▼ security
    • Tool “vault_sync” 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
    • “langchain_create_sglang_pipeline” 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_forget” reworded the description of “credentials” cosmetic
    • “k8s_gpu_operator_install” reworded the description of “credentials” cosmetic
    • “agent_scale” reworded the description of “credentials” cosmetic
    • “local_scan” reworded the description of “credentials” cosmetic
    • “orchestrator_load” reworded the description of “credentials” cosmetic
    • “deepeval_init” reworded the description of “credentials” cosmetic
    • “langfuse_configure” reworded the description of “credentials” cosmetic
    • “agent_langchain_create_workflow” reworded the description of “credentials” cosmetic
    • “orchestrator_start” reworded the description of “credentials” cosmetic
    • “agent_letta_create” reworded the description of “credentials” cosmetic
    • “hf_space_status” reworded the description of “credentials” cosmetic
    • “preflight_gpu_check” reworded the description of “credentials” cosmetic
    • “k8s_time_slicing” reworded the description of “credentials” cosmetic
    • “stage” reworded the description of “credentials” cosmetic
    • “cost_optimize_recommend” reworded the description of “credentials” cosmetic
    • “agent_agentic_serving_configure” reworded the description of “credentials” cosmetic
    • “manifests” reworded the description of “credentials” cosmetic
    • “optimize” reworded the description of “credentials” cosmetic
    • “hf_list_models” reworded the description of “credentials” cosmetic
    • “agent_agentic_serving_k8s” reworded the description of “credentials” cosmetic
    • “ray_disagg_pd_deploy” reworded the description of “credentials” cosmetic
    • “kserve_generate_yaml” reworded the description of “credentials” cosmetic
    • “agent_agentic_serving_helm_values” reworded the description of “credentials” cosmetic
    • “wandb_list_projects” reworded the description of “credentials” cosmetic
    • “ray_submit_job” reworded the description of “credentials” cosmetic
    • “phoenix_test” reworded the description of “credentials” cosmetic
    • “ollama_generate” reworded the description of “credentials” cosmetic
    • “ollama_chat” reworded the description of “credentials” cosmetic
    • “vllm_sleep” reworded the description of “credentials” cosmetic
    • “create_postgresql_connection” reworded the description of “credentials” cosmetic
    • “agent_plan” reworded the description of “credentials” cosmetic
    • “preflight_network_check” reworded the description of “credentials” cosmetic
    • “langfuse_export_training_data” reworded the description of “credentials” cosmetic
    • “ml_vllm_lora_unload” reworded the description of “credentials” cosmetic
    • “langfuse_trace” reworded the description of “credentials” cosmetic
    • “qdrant_test” reworded the description of “credentials” cosmetic
    • “ml_vllm_lora_load” reworded the description of “credentials” cosmetic
    • “governance_compliance_report” reworded the description of “credentials” cosmetic
    • “k8s_info” reworded the description of “credentials” cosmetic
    • “langfuse_test” reworded the description of “credentials” cosmetic
    • “wandb_dashboard_status” reworded the description of “credentials” cosmetic
    • “ray_wide_ep_deploy” reworded the description of “credentials” cosmetic
    • “deepeval_evaluate” reworded the description of “credentials” cosmetic
    • “up” reworded the description of “credentials” cosmetic
    • “ollama_list” reworded the description of “credentials” cosmetic
    • “qdrant_create_collection” reworded the description of “credentials” cosmetic
    • “orchestrator_infer” reworded the description of “credentials” cosmetic
    • “hf_hardware_recommend” reworded the description of “credentials” cosmetic
    • “upsert_database” reworded the description of “credentials” cosmetic
    • “agent_mem0_configure” reworded the description of “credentials” cosmetic
    • “orchestrator_evict” reworded the description of “credentials” cosmetic
    • “gpu_topology” reworded the description of “credentials” cosmetic
    • “langgraph_evaluation_workflow” reworded the description of “credentials” cosmetic
    • “qdrant_count” reworded the description of “credentials” cosmetic
    • “wandb_setup_alerts” reworded the description of “credentials” cosmetic
    • “inferx_configure” reworded the description of “credentials” cosmetic
    • “agent_mem0_test” reworded the description of “credentials” cosmetic
  • 9 Sept 26 +1

    We did not load change detail this far back for this component, so this day may have recorded more than is shown.

  • 8 Sept 26 57

    First indexed and scored.

Diagnostics

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 21 Sept 2026 · Probed https://terradev-mcp.terradev.cloud/sse

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=terradev-mcp.terradev.cloud CN=YE2,O=Let's Encrypt,C=US 6 Sept 2026 5 Dec 2026 ECDSA 256 ECDSA-SHA384 58263747fed9509679e157640b1f7fb9a51
SANs: terradev-mcp.terradev.cloud
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd

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 No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 308

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 Verified 200
http (plaintext) http://terradev-mcp.terradev.cloud/sse HTTPS enforced 308 https://terradev-mcp.terradev.cloud/sse
MCP tools · 245 exposed · ~27,281 tokens

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 →

Tool Tokens
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.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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_idstringyesFleet ID

No output schema declared.

No examples provided.

agent_deploy ~89

Provision a heterogeneous agent fleet across all tiers simultaneously.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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_namestringyesgraph_name

No output schema declared.

No examples provided.

agent_langchain_create_pipeline ~98

Create an SGLang pipeline.

NameTypeReqDescription
credentialsobject–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_namestringyespipeline_name

No output schema declared.

No examples provided.

agent_langchain_create_workflow ~98

Create a LangChain workflow.

NameTypeReqDescription
credentialsobject–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_namestringyesworkflow_name

No output schema declared.

No examples provided.

agent_langchain_test ~87

Test connection to LangChain service.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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…
typestringyesWorkflow type
workflow_namestringyesworkflow_name

No output schema declared.

No examples provided.

agent_langgraph_deploy ~95

Deploy a workflow.

NameTypeReqDescription
credentialsobject–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_namestringyesworkflow_name

No output schema declared.

No examples provided.

agent_langgraph_status ~94

Get workflow status.

NameTypeReqDescription
credentialsobject–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_idstringyesworkflow_id

No output schema declared.

No examples provided.

agent_langgraph_test ~87

Test connection to LangGraph service.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
agent_idstringyesAgent ID
credentialsobject–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…
messagestringyesMessage to send

No output schema declared.

No examples provided.

agent_letta_create ~98

Create a new stateful Letta agent.

NameTypeReqDescription
credentialsobject–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…
namestringyesAgent name

No output schema declared.

No examples provided.

agent_letta_delete ~96

Delete a Letta agent.

NameTypeReqDescription
agent_idstringyesAgent ID
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
agent_idstringyesAgent ID
credentialsobject–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…
textstringyesFact to remember

No output schema declared.

No examples provided.

agent_letta_status ~99

Show the state of a Letta agent.

NameTypeReqDescription
agent_idstringyesAgent ID
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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…
textstringyesText to remember
user_idstringyesUser ID

No output schema declared.

No examples provided.

agent_mem0_configure ~100

Configure Mem0 credentials and defaults.

NameTypeReqDescription
api_keystringyesMem0 API key
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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_idstringyesMemory ID

No output schema declared.

No examples provided.

agent_mem0_forget ~99

Delete all memories matching an entity scope.

NameTypeReqDescription
credentialsobject–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_idstringyesUser ID

No output schema declared.

No examples provided.

agent_mem0_get ~97

Get a single memory by ID.

NameTypeReqDescription
credentialsobject–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_idstringyesMemory ID

No output schema declared.

No examples provided.

agent_mem0_list ~97

List memories for an entity scope.

NameTypeReqDescription
credentialsobject–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_idstringyesUser ID

No output schema declared.

No examples provided.

agent_mem0_search ~104

Search agent/user memories.

NameTypeReqDescription
credentialsobject–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…
querystringyesSearch query
user_idstringyesUser ID

No output schema declared.

No examples provided.

agent_mem0_test ~86

Test connection to Mem0.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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_idstringyesMemory ID

No output schema declared.

No examples provided.

agent_plan ~101

Plan a heterogeneous agent fleet without provisioning.

NameTypeReqDescription
agentsintegeryesNumber of concurrent agent loops to provision for
credentialsobject–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.

NameTypeReqDescription
countintegeryesNew instance count for this tier
credentialsobject–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_idstringyesFleet ID
tierstringyesTier 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.

NameTypeReqDescription
agent_idstringyesLetta agent ID
credentialsobject–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…
skillstringyesPath to skill.md

No output schema declared.

No examples provided.

agent_skill_init ~97

Create a skill.md template for an agent.

NameTypeReqDescription
credentialsobject–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…
namestringyesSkill 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.

NameTypeReqDescription
credentialsobject–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_idstringyesFleet ID returned by 'terradev agent deploy'

No output schema declared.

No examples provided.

agent_teardown ~101

Terminate all fleet instances and remove fleet state.

NameTypeReqDescription
credentialsobject–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_idstringyesFleet ID to destroy

No output schema declared.

No examples provided.

agent_vector_db_down ~92

Teardown a vector database provisioned for an agent fleet.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
checkpoint_idstringyesCheckpoint ID to delete
credentialsobject–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_idstringyesJob ID

No output schema declared.

No examples provided.

checkpoint_list ~96

List all checkpoints for a training job.

NameTypeReqDescription
credentialsobject–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_idstringyesJob ID

No output schema declared.

No examples provided.

checkpoint_promote ~130

Promote a checkpoint to a final model path for serving.

NameTypeReqDescription
checkpoint_idstringyesCheckpoint ID to promote
credentialsobject–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…
deststringyesDestination path (e.g., /models/final)
job_idstringyesJob ID

No output schema declared.

No examples provided.

checkpoint_restore ~97

Restore a specific checkpoint for a training job.

NameTypeReqDescription
credentialsobject–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_idstringyesJob ID

No output schema declared.

No examples provided.

checkpoint_save ~100

Manually trigger a checkpoint save for a running training job.

NameTypeReqDescription
credentialsobject–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_idstringyesJob ID

No output schema declared.

No examples provided.

configure_provider ~92

Configure provider credentials

NameTypeReqDescription
credentialsobject–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…
providerstringyesProvider 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.

NameTypeReqDescription
credentialsobject–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.

NameTypeReqDescription
credentialsobject–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.

Common questions

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 63 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 245 tools: provision_gpu, preflight_report, preflight_gpu_check, preflight_network_check, local_scan, and 240 more. Their descriptions and schemas cost roughly 27,281 tokens of context every time the server is loaded.

Does the Terradev MCP server require authentication?

No. We connected to Terradev without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Terradev MCP server still maintained?

Terradev is still listed as active in the MCP registry. We last reached this channel on 21 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.