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Terradev

PYPI · TERRADEV-CLI · 2 COMPONENTS · SCANNED SEP 20

Cross-cloud GPU orchestration CLI.

+16 this week 76 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security100
  • No malware found by supply-chain analysis.Pass
  • No known CVEs affecting this package version or its production dependencies.Pass
  • Runs setuptools.build_meta at install time, a recognised native-build step with no shell scripting around it. View diagnostics → Pass
  • 2 of 63 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency19
  • Repository check failed: the declared repository URL returned HTTP 404. See how to fix → View diagnostics → Fail
  • Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
  • Clear OSI-approved license (Apache-2.0).Pass
  • Actively maintained (last published 10 days ago).Pass
  • Security-disclosure policy not yet verified: we couldn't inspect the source repository.Unverified
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 Management80
  • Stability check failed: the tool surface changed between 6.1.0 and 6.2.20: 35 tool removals, 0 breaking changes, 17 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 runs locally as a PyPI package, launched with uvx terradev-cli. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

pypi · terradev-cli

# add to Claude Code
claude mcp add theoddden-terradev -- uvx terradev-cli
// .cursor/mcp.json
{
  "mcpServers": {
    "theoddden-terradev": {
      "command": "uvx",
      "args": [
        "terradev-cli"
      ]
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "theoddden-terradev": {
      "command": "uvx",
      "args": [
        "terradev-cli"
      ]
    }
  }
}
# add to Codex CLI
codex mcp add theoddden-terradev -- uvx terradev-cli
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "theoddden-terradev": {
      "type": "local",
      "command": [
        "uvx",
        "terradev-cli"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add theoddden-terradev --command uvx --arg terradev-cli
# ~/.hermes/config.yaml
mcp_servers:
  theoddden-terradev:
    command: "uvx"
    args: ["terradev-cli"]
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "theoddden-terradev": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "terradev-cli"
      ]
    }
  }
}
# add to Vellum
assistant mcp add theoddden-terradev -t stdio -c uvx -a terradev-cli
// mcp.json
{
  "mcpServers": {
    "theoddden-terradev": {
      "command": "uvx",
      "args": [
        "terradev-cli"
      ]
    }
  }
}
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 +14
    • Malware scan: unverified → pass security
  • 19 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 83 to 87.

  • 18 Sept 26 −1

    No change was recorded against any check on this day. Stability & Change Management went from 87 to 83.

  • 17 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 83 to 87.

  • 15 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 77 to 80.

  • 13 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 70 to 73.

  • 12 Sept 26 −5
    • Source repository: pass → fail security
    • Security disclosure: fail → unverified functional
  • 10 Sept 26 −3
    • Package version: 6.2.19 → 6.2.20 functional
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 20 Sept 2026 · Analysed pypi/terradev-cli@6.2.20

Provenance No attestation

The registry publishes no build provenance for this version, so there is nothing to verify.

Result No attestation
Ecosystem pypi

Background: How many MCP packages publish verified provenance →

Install scripts 1 script
Hook Tier Command
build_backend allowlisted setuptools.build_meta

Background: Why install scripts are a supply-chain risk →

Dependencies 63 packages
Packages resolved 63
Stale 2
Tree resolution Complete

Background: SBOMs and build attestations, explained →

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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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
credentialsobjectBYOAPI — 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 PyPI package (terradev-cli).

Is the Terradev MCP server safe to use?

Terradev scores 76 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 20 September 2026. 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.

Is the Terradev MCP server still maintained?

Terradev is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

What licence is the Terradev MCP server under?

Terradev declares the Apache-2.0 licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.