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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
cost_simulate ~115

Simulate cost optimization scenarios with ROI projections. Compare current vs optimized infrastructure costs.

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…
scenarioobjectyesScenario config (gpu_type, provider, count, spot, hours)

No output schema declared.

No examples provided.

create_postgresql_connection ~137

Create a PostgreSQL database connection with auto-table creation. Returns a connection ID for subsequent operations.

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…
databasestringyesDatabase name
hoststringyesPostgreSQL host address
passwordstringyesDatabase password
userstringyesDatabase user

No output schema declared.

No examples provided.

create_sqlite_connection ~98

Create a SQLite database connection with auto-table creation. Returns a connection ID for subsequent operations.

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.

database_weaviate_create_collection ~98

Create a Weaviate collection.

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…
namestringyesCollection name

No output schema declared.

No examples provided.

database_weaviate_delete_collection ~98

Delete a Weaviate collection.

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…
namestringyesCollection name

No output schema declared.

No examples provided.

database_weaviate_hybrid_search ~113

Hybrid vector + BM25 search in a Weaviate collection.

NameTypeReqDescription
collectionstringyescollection
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…
querystringyesText query

No output schema declared.

No examples provided.

database_weaviate_insert ~118

Insert objects into a Weaviate collection.

NameTypeReqDescription
collectionstringyescollection
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…
objectsstringyesJSON list of objects [{properties: {...}, vector: [...]}]

No output schema declared.

No examples provided.

database_weaviate_list_collections ~89

List Weaviate collections.

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.

database_weaviate_query ~110

Vector similarity search in a Weaviate collection.

NameTypeReqDescription
collectionstringyescollection
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…
vectorstringyesJSON array of floats

No output schema declared.

No examples provided.

database_weaviate_up ~88

Initialize a Weaviate connection.

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.

deepeval_evaluate ~141

Evaluate a single LLM output with a DeepEval metric (AnswerRelevancy, Faithfulness, Hallucination, etc.).

NameTypeReqDescription
actual_outputstringyesActual LLM output
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…
inputstringyesTest input/prompt
metricstringyesDeepEval metric name

No output schema declared.

No examples provided.

deepeval_init ~88

Generate a starter DeepEval test file.

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.

deepeval_metrics ~90

List available DeepEval metrics for LLM evaluation.

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.

deepeval_run ~92

Run a DeepEval test suite from a Python test file.

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.

dvc_diff ~115

Show DVC diff between two revisions (e.g. training checkpoints). Shows added, modified, deleted files.

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…
repo_pathstringyesPath to the DVC repository

No output schema declared.

No examples provided.

dvc_push ~105

Push DVC-tracked data to the configured remote storage.

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…
repo_pathstringyesPath to the DVC repository

No output schema declared.

No examples provided.

dvc_stage_checkpoint ~137

Atomic checkpoint staging: DVC add + push + git commit in one operation. Promotes a training checkpoint to versioned storage.

NameTypeReqDescription
checkpoint_pathstringyesPath to the checkpoint file/directory to stage
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…
repo_pathstringyesPath to the DVC repository

No output schema declared.

No examples provided.

dvc_status ~111

Get DVC repository status: tracked files, remotes, and changes since last commit.

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…
repo_pathstringyesPath to the DVC repository

No output schema declared.

No examples provided.

egress_cheapest_route ~177

Find the cheapest egress route between cloud providers/regions for model weights or dataset transfer. Supports multi-hop routing.

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…
dest_providerstringyesDestination cloud provider
dest_regionstringyesDestination region
size_gbnumberyesTransfer size in GB
source_providerstringyesSource cloud provider (e.g. aws, gcp, azure)
source_regionstringyesSource region (e.g. us-east-1)

No output schema declared.

No examples provided.

egress_optimize_staging ~163

Optimize dataset or model staging across regions by finding the cheapest transfer plan. Integrates with the dataset stager for parallel uploads.

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…
size_gbnumberyesApproximate data size in GB
source_uristringyesSource data URI (s3://, gs://, local path, or HF dataset ID)
target_regionsarrayyesTarget regions as provider:region strings

No output schema declared.

No examples provided.

get_database_connection ~104

Get information about a database connection including type, status, and configuration.

NameTypeReqDescription
connection_idstringyesDatabase connection 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.

governance_compliance_report ~154

Generate comprehensive compliance report: consent stats, policy evaluations, data movements, violations. For GDPR/SOC2/HIPAA audits.

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…
end_datestringyesEnd date (ISO format, e.g. 2025-12-31)
start_datestringyesStart date (ISO format, e.g. 2025-01-01)

No output schema declared.

No examples provided.

governance_evaluate_opa ~137

Evaluate OPA (Open Policy Agent) policies for data access. Checks region restrictions, classification rules, and compliance requirements.

NameTypeReqDescription
actionstringyesAction to evaluate
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…
dataset_namestringyesDataset name
user_idstringyesUser ID to evaluate

No output schema declared.

No examples provided.

governance_move_data ~158

Move data with full governance audit trail. Requires prior consent and OPA policy approval. Tracks integrity, encryption, and compliance.

NameTypeReqDescription
consent_request_idstringyesApproved consent request 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…
dataset_namestringyesDataset to move
source_locationstringyesSource location
target_locationstringyesTarget location
user_idstringyesUser ID

No output schema declared.

No examples provided.

governance_movement_history ~96

Get data movement audit log. Filter by user, dataset, or time range.

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.

governance_record_consent ~128

Record a consent response (granted or denied) for a pending consent request.

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…
grantedbooleanyesWhether consent was granted
request_idstringyesConsent request ID
user_idstringyesUser ID

No output schema declared.

No examples provided.

governance_request_consent ~145

Request user consent for data movement across cloud regions. GDPR/SOC2 compliant consent tracking with audit trail.

NameTypeReqDescription
consent_typestringyesConsent type
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…
dataset_namestringyesDataset being moved
purposestringyesPurpose of data movement
user_idstringyesUser ID requesting consent

No output schema declared.

No examples provided.

gpu_topology ~185

GPU NUMA topology report with intra-GPU XCD (Accelerated Compute Die) awareness. Models MI300X (8 XCDs, 192GB HBM3), MI300A (6 XCDs, 128GB), H200 (unified 141GB HBM3e), H100 (80GB). Reports PCIe locality (PIX/PXB/PHB/SYS), GPU-NIC pairing, SR-IOV VF status, and generates XCD-aware NCCL/AITER 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.

guardrails_chat ~121

Send a message through NeMo Guardrails and return the safety-filtered response. Applies topical, jailbreak, PII, and factcheck rails.

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…
messagestringyesMessage to send through guardrails

No output schema declared.

No examples provided.

guardrails_generate_config ~104

Generate default Colang 2.x guardrails configuration files (topical, jailbreak, PII, factcheck rails).

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.

guardrails_k8s ~99

Generate Kubernetes deployment manifest for NeMo Guardrails server (standalone or sidecar mode).

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.

guardrails_test ~88

Test connection to NeMo Guardrails server.

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.

helm_generate ~104

Generate Helm charts from workload specifications.

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…
imagestringyesContainer image
workloadstringyesWorkload type

No output schema declared.

No examples provided.

hf_create_endpoint ~161

Create a HuggingFace Inference Endpoint (paid GPU endpoint). Supports custom GPU types, regions, and scaling.

NameTypeReqDescription
api_keystringyesHuggingFace API token
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…
endpoint_namestringyesEndpoint name
instance_typestringyesInstance type (e.g. nvidia-a100, nvidia-l4)
model_idstringyesHuggingFace model ID

No output schema declared.

No examples provided.

hf_delete_endpoint ~113

Delete a HuggingFace Inference Endpoint.

NameTypeReqDescription
api_keystringyesHuggingFace API token
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…
endpoint_namestringyesEndpoint name to delete

No output schema declared.

No examples provided.

hf_endpoint_infer ~135

Run inference on a HuggingFace Inference Endpoint. Supports text generation, embeddings, and custom inputs.

NameTypeReqDescription
api_keystringyesHuggingFace API token
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…
endpoint_namestringyesEndpoint name
inputsstringyesInput text or prompt

No output schema declared.

No examples provided.

hf_endpoint_info ~124

Get detailed info about a specific HuggingFace Inference Endpoint: status, URL, scaling config, cost.

NameTypeReqDescription
api_keystringyesHuggingFace API token
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…
endpoint_namestringyesEndpoint name

No output schema declared.

No examples provided.

hf_hardware_compare ~116

Compare all hardware options for a HuggingFace model. Returns side-by-side cost, performance, and compatibility analysis.

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…
model_idstringyesHuggingFace model ID

No output schema declared.

No examples provided.

hf_hardware_recommend ~119

Get hardware recommendation with cost breakdown for any HuggingFace model. Returns optimal GPU type, estimated cost, and performance score.

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…
model_idstringyesHuggingFace model ID

No output schema declared.

No examples provided.

hf_list_datasets ~109

Search and browse HuggingFace Hub datasets. Filter by author and search query.

NameTypeReqDescription
api_keystringyesHuggingFace API token
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.

hf_list_endpoints ~111

List all active HuggingFace Inference Endpoints with status, URL, and cost.

NameTypeReqDescription
api_keystringyesHuggingFace API token
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.

hf_list_models ~120

Search and browse HuggingFace Hub models. Filter by author, task, library. Returns model ID, downloads, likes, and tags.

NameTypeReqDescription
api_keystringyesHuggingFace API token
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.

hf_model_info ~146

Get detailed model info: architecture, size, downloads, license, tags, pipeline_tag, and model card.

NameTypeReqDescription
api_keystringyesHuggingFace API token
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…
model_idstringyesHuggingFace model ID (e.g. meta-llama/Llama-3.3-70B-Instruct)

No output schema declared.

No examples provided.

hf_smart_template ~149

Auto-generate an optimized deployment template for any HuggingFace model. Analyzes model size, architecture, and quantization to select optimal hardware and generate ready-to-deploy configs.

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…
model_idstringyesHuggingFace model ID (e.g. meta-llama/Llama-3.3-70B-Instruct)

No output schema declared.

No examples provided.

hf_space_deploy ~122

Deploy model to HuggingFace Spaces

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…
model_idstringyesHuggingFace model ID
space_namestringyesName of the Space
templatestringyesTemplate type

No output schema declared.

No examples provided.

hf_space_status ~99

Get HuggingFace Space deployment 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…
space_namestringyesSpace name to check

No output schema declared.

No examples provided.

infer_failover ~111

Run health checks and auto-failover for inference endpoints. If a primary endpoint is unhealthy and has a backup configured, traffic automatically shifts to the backup provider.

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.

infer_route ~129

Semantic-aware inference routing. Analyzes query content across 6 signal dimensions (modality, complexity, domain, language, safety, keywords), applies NUMA-aware endpoint scoring, and selects the optimal inference endpoint. Uses DAG parallel execution for signal extraction.

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.

infer_route_disagg ~171

Disaggregated Prefill/Decode routing (DistServe architecture). Splits LLM inference into compute-bound prefill phase (routed to FLOPS-optimized GPUs like H100 SXM) and memory-bound decode phase (routed to bandwidth-optimized GPUs like MI300X). Tracks KV cache handoffs between endpoint pairs.

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…
modelstringyesModel name for disaggregated pair selection (e.g., llama-3-70b)

No output schema declared.

No examples provided.

inferx_configure ~100

Configure InferX serverless platform credentials.

NameTypeReqDescription
api_keystringyesInferX 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.

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.