TerraDev — the complete, unedited output of the deterministic mcptrustchecker engine v1.13.0, scanned . Every finding, capability tag and score component below is exactly what the engine produced — no AI, no post-processing.
{
"tool": {
"name": "mcptrustchecker",
"version": "1.13.0",
"methodologyVersion": "mcptrustchecker-1.13"
},
"target": {
"id": "terradev-mcp",
"source": {
"kind": "package",
"origin": "terradev-mcp"
},
"server": {
"name": "terradev-mcp"
}
},
"grade": "A",
"score": {
"score": 93,
"threatScore": 100,
"grade": "A",
"band": "A",
"categorySubtotals": {
"injection": 0,
"exfiltration": 0,
"permissions": 0,
"supply-chain": 0,
"network": 0,
"hygiene": 0
},
"vector": [
{
"kind": "client",
"term": "capability-exposure",
"level": "high",
"label": "capability blast radius (high) — client exposure if the model is manipulated",
"appliedPenalty": 6
},
{
"kind": "client",
"term": "verification-discount",
"level": "repo",
"label": "publisher verification (public source) — no provenance, but the source is public and inspectable",
"appliedPenalty": 1
},
{
"kind": "client",
"term": "coverage-honesty",
"level": "source",
"label": "inspection depth (source) — how much of the target the scan could see",
"appliedPenalty": 0
}
],
"gatesFired": [],
"methodologyVersion": "mcptrustchecker-1.13"
},
"capability": {
"level": "high",
"reasons": [
"ingests untrusted external content (a prompt-injection entry point)",
"can execute shell commands or code"
],
"tags": [
"code-exec",
"untrusted-input"
]
},
"coverage": {
"level": "source",
"inputs": {
"toolSurface": true,
"implementationSource": true,
"packageMetadata": true,
"liveTransport": false
},
"caveats": [
"Tools were statically extracted from the published source (192 recovered), not enumerated from a running server. Tool-poisoning, Unicode-smuggling, capability and toxic-flow analysis ran on this inferred surface, but a mis-parsed registration could be missed or mis-attributed, so tool-derived findings are capped below “confirmed”. To grade the real runtime surface, scan the running server: --command \"npx -y <package>\"."
]
},
"findings": [
{
"ruleId": "MTC-CAP-001",
"title": "Tool \"train\" exposes command/code execution",
"category": "permissions",
"severity": "high",
"confidence": "strong",
"description": "Tool \"train\" appears to run shell commands or evaluate code (parameter \"script\"). Arbitrary execution driven by model input is one of the most dangerous MCP capabilities; combined with any untrusted input it becomes RCE.",
"remediation": "Sandbox execution, allowlist commands/arguments, and never pass model output to a shell unescaped.",
"location": {
"kind": "tool",
"name": "train"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"tags": [
"code-exec"
]
}
},
{
"ruleId": "MTC-CAP-001",
"title": "Tool \"ray_submit_job\" exposes command/code execution",
"category": "permissions",
"severity": "high",
"confidence": "strong",
"description": "Tool \"ray_submit_job\" appears to run shell commands or evaluate code (parameter \"script\"). Arbitrary execution driven by model input is one of the most dangerous MCP capabilities; combined with any untrusted input it becomes RCE.",
"remediation": "Sandbox execution, allowlist commands/arguments, and never pass model output to a shell unescaped.",
"location": {
"kind": "tool",
"name": "ray_submit_job"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"tags": [
"code-exec"
]
}
},
{
"ruleId": "MTC-CAP-001",
"title": "Tool \"ray_wide_ep_deploy\" exposes command/code execution",
"category": "permissions",
"severity": "high",
"confidence": "strong",
"description": "Tool \"ray_wide_ep_deploy\" appears to run shell commands or evaluate code (parameter \"script\"). Arbitrary execution driven by model input is one of the most dangerous MCP capabilities; combined with any untrusted input it becomes RCE.",
"remediation": "Sandbox execution, allowlist commands/arguments, and never pass model output to a shell unescaped.",
"location": {
"kind": "tool",
"name": "ray_wide_ep_deploy"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"tags": [
"code-exec"
]
}
},
{
"ruleId": "MTC-CAP-001",
"title": "Tool \"ray_disagg_pd_deploy\" exposes command/code execution",
"category": "permissions",
"severity": "high",
"confidence": "strong",
"description": "Tool \"ray_disagg_pd_deploy\" appears to run shell commands or evaluate code (parameter \"script\"). Arbitrary execution driven by model input is one of the most dangerous MCP capabilities; combined with any untrusted input it becomes RCE.",
"remediation": "Sandbox execution, allowlist commands/arguments, and never pass model output to a shell unescaped.",
"location": {
"kind": "tool",
"name": "ray_disagg_pd_deploy"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"tags": [
"code-exec"
]
}
},
{
"ruleId": "MTC-CAP-001",
"title": "Tool \"training_config_generate\" exposes command/code execution",
"category": "permissions",
"severity": "high",
"confidence": "strong",
"description": "Tool \"training_config_generate\" appears to run shell commands or evaluate code (parameter \"script\"). Arbitrary execution driven by model input is one of the most dangerous MCP capabilities; combined with any untrusted input it becomes RCE.",
"remediation": "Sandbox execution, allowlist commands/arguments, and never pass model output to a shell unescaped.",
"location": {
"kind": "tool",
"name": "training_config_generate"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"tags": [
"code-exec"
]
}
},
{
"ruleId": "MTC-CAP-001",
"title": "Tool \"training_launch_distributed\" exposes command/code execution",
"category": "permissions",
"severity": "high",
"confidence": "strong",
"description": "Tool \"training_launch_distributed\" appears to run shell commands or evaluate code (parameter \"script\"). Arbitrary execution driven by model input is one of the most dangerous MCP capabilities; combined with any untrusted input it becomes RCE.",
"remediation": "Sandbox execution, allowlist commands/arguments, and never pass model output to a shell unescaped.",
"location": {
"kind": "tool",
"name": "training_launch_distributed"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"tags": [
"code-exec"
]
}
},
{
"ruleId": "MTC-SRC-002",
"title": "Shell/command execution in server code (terradev_mcp.py)",
"category": "permissions",
"severity": "high",
"confidence": "strong",
"description": "In the server's implementation (`terradev_mcp.py:78`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.",
"remediation": "Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.",
"location": {
"kind": "server",
"name": "terradev_mcp.py"
},
"evidence": "try: result = subprocess.run( [\"terradev\", \"--version\"], capture_output=True,",
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"rule": "MTC-SRC-002",
"file": "terradev_mcp.py",
"line": 78,
"nonRuntime": false
}
},
{
"ruleId": "MTC-FLOW-005",
"title": "Untrusted input can drive an external action",
"category": "exfiltration",
"severity": "medium",
"confidence": "strong",
"description": "Untrusted-input tools ([hf_list_models, hf_list_datasets]) co-exist with external-action tools ([train, ray_submit_job, ray_wide_ep_deploy, ray_disagg_pd_deploy, training_config_generate, training_launch_distributed]). A prompt injection could cause unwanted external actions, though no direct sensitive-data leak path was found.",
"remediation": "Require confirmation for state-changing/egress actions triggered after processing untrusted content.",
"location": {
"kind": "flow",
"name": "hf_list_models → train"
},
"evidence": "untrusted [hf_list_models, hf_list_datasets] → sinks [train, ray_submit_job, ray_wide_ep_deploy, ray_disagg_pd_deploy, training_config_generate, training_launch",
"owasp": "LLM06:2025 Excessive Agency",
"references": [],
"data": {
"untrusted": [
"hf_list_models",
"hf_list_datasets"
],
"sinks": [
"train",
"ray_submit_job",
"ray_wide_ep_deploy",
"ray_disagg_pd_deploy",
"training_config_generate",
"training_launch_distributed"
]
}
},
{
"ruleId": "MTC-CAP-006",
"title": "Unconstrained command parameter \"script\" on \"train\"",
"category": "permissions",
"severity": "medium",
"confidence": "heuristic",
"description": "Tool \"train\" takes a command-shaped parameter \"script\" with no enum/pattern constraint. Free-form, model- or attacker-controlled arguments reaching a shell is the command-injection precondition.",
"remediation": "Constrain the parameter (enum/pattern), or build the command from a fixed template with escaped args.",
"location": {
"kind": "tool",
"name": "train",
"field": "inputSchema.properties.script"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"param": "script"
}
},
{
"ruleId": "MTC-CAP-006",
"title": "Unconstrained command parameter \"script_args\" on \"train\"",
"category": "permissions",
"severity": "medium",
"confidence": "heuristic",
"description": "Tool \"train\" takes a command-shaped parameter \"script_args\" with no enum/pattern constraint. Free-form, model- or attacker-controlled arguments reaching a shell is the command-injection precondition.",
"remediation": "Constrain the parameter (enum/pattern), or build the command from a fixed template with escaped args.",
"location": {
"kind": "tool",
"name": "train",
"field": "inputSchema.properties.script_args"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"param": "script_args"
}
},
{
"ruleId": "MTC-CAP-006",
"title": "Unconstrained command parameter \"script\" on \"ray_submit_job\"",
"category": "permissions",
"severity": "medium",
"confidence": "heuristic",
"description": "Tool \"ray_submit_job\" takes a command-shaped parameter \"script\" with no enum/pattern constraint. Free-form, model- or attacker-controlled arguments reaching a shell is the command-injection precondition.",
"remediation": "Constrain the parameter (enum/pattern), or build the command from a fixed template with escaped args.",
"location": {
"kind": "tool",
"name": "ray_submit_job",
"field": "inputSchema.properties.script"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"param": "script"
}
},
{
"ruleId": "MTC-CAP-006",
"title": "Unconstrained command parameter \"generate_script\" on \"ray_wide_ep_deploy\"",
"category": "permissions",
"severity": "medium",
"confidence": "heuristic",
"description": "Tool \"ray_wide_ep_deploy\" takes a command-shaped parameter \"generate_script\" with no enum/pattern constraint. Free-form, model- or attacker-controlled arguments reaching a shell is the command-injection precondition.",
"remediation": "Constrain the parameter (enum/pattern), or build the command from a fixed template with escaped args.",
"location": {
"kind": "tool",
"name": "ray_wide_ep_deploy",
"field": "inputSchema.properties.generate_script"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"param": "generate_script"
}
},
{
"ruleId": "MTC-CAP-006",
"title": "Unconstrained command parameter \"generate_script\" on \"ray_disagg_pd_deploy\"",
"category": "permissions",
"severity": "medium",
"confidence": "heuristic",
"description": "Tool \"ray_disagg_pd_deploy\" takes a command-shaped parameter \"generate_script\" with no enum/pattern constraint. Free-form, model- or attacker-controlled arguments reaching a shell is the command-injection precondition.",
"remediation": "Constrain the parameter (enum/pattern), or build the command from a fixed template with escaped args.",
"location": {
"kind": "tool",
"name": "ray_disagg_pd_deploy",
"field": "inputSchema.properties.generate_script"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"param": "generate_script"
}
},
{
"ruleId": "MTC-CAP-006",
"title": "Unconstrained command parameter \"script\" on \"training_config_generate\"",
"category": "permissions",
"severity": "medium",
"confidence": "heuristic",
"description": "Tool \"training_config_generate\" takes a command-shaped parameter \"script\" with no enum/pattern constraint. Free-form, model- or attacker-controlled arguments reaching a shell is the command-injection precondition.",
"remediation": "Constrain the parameter (enum/pattern), or build the command from a fixed template with escaped args.",
"location": {
"kind": "tool",
"name": "training_config_generate",
"field": "inputSchema.properties.script"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"param": "script"
}
},
{
"ruleId": "MTC-CAP-006",
"title": "Unconstrained command parameter \"script_args\" on \"training_config_generate\"",
"category": "permissions",
"severity": "medium",
"confidence": "heuristic",
"description": "Tool \"training_config_generate\" takes a command-shaped parameter \"script_args\" with no enum/pattern constraint. Free-form, model- or attacker-controlled arguments reaching a shell is the command-injection precondition.",
"remediation": "Constrain the parameter (enum/pattern), or build the command from a fixed template with escaped args.",
"location": {
"kind": "tool",
"name": "training_config_generate",
"field": "inputSchema.properties.script_args"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"param": "script_args"
}
},
{
"ruleId": "MTC-CAP-006",
"title": "Unconstrained command parameter \"script\" on \"training_launch_distributed\"",
"category": "permissions",
"severity": "medium",
"confidence": "heuristic",
"description": "Tool \"training_launch_distributed\" takes a command-shaped parameter \"script\" with no enum/pattern constraint. Free-form, model- or attacker-controlled arguments reaching a shell is the command-injection precondition.",
"remediation": "Constrain the parameter (enum/pattern), or build the command from a fixed template with escaped args.",
"location": {
"kind": "tool",
"name": "training_launch_distributed",
"field": "inputSchema.properties.script"
},
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"param": "script"
}
},
{
"ruleId": "MTC-CAP-005",
"title": "Mutating tool \"train\" declares no destructiveHint",
"category": "hygiene",
"severity": "low",
"confidence": "heuristic",
"description": "Tool \"train\" can mutate/egress but declares no destructiveHint. Clients that don't default to spec-safe behavior may not prompt before running it.",
"remediation": "Declare accurate annotations, and gate destructive tools on user confirmation regardless.",
"location": {
"kind": "tool",
"name": "train"
},
"data": {
"tags": [
"code-exec"
]
}
},
{
"ruleId": "MTC-CAP-005",
"title": "Mutating tool \"ray_submit_job\" declares no destructiveHint",
"category": "hygiene",
"severity": "low",
"confidence": "heuristic",
"description": "Tool \"ray_submit_job\" can mutate/egress but declares no destructiveHint. Clients that don't default to spec-safe behavior may not prompt before running it.",
"remediation": "Declare accurate annotations, and gate destructive tools on user confirmation regardless.",
"location": {
"kind": "tool",
"name": "ray_submit_job"
},
"data": {
"tags": [
"code-exec"
]
}
},
{
"ruleId": "MTC-CAP-005",
"title": "Mutating tool \"ray_wide_ep_deploy\" declares no destructiveHint",
"category": "hygiene",
"severity": "low",
"confidence": "heuristic",
"description": "Tool \"ray_wide_ep_deploy\" can mutate/egress but declares no destructiveHint. Clients that don't default to spec-safe behavior may not prompt before running it.",
"remediation": "Declare accurate annotations, and gate destructive tools on user confirmation regardless.",
"location": {
"kind": "tool",
"name": "ray_wide_ep_deploy"
},
"data": {
"tags": [
"code-exec"
]
}
},
{
"ruleId": "MTC-CAP-005",
"title": "Mutating tool \"ray_disagg_pd_deploy\" declares no destructiveHint",
"category": "hygiene",
"severity": "low",
"confidence": "heuristic",
"description": "Tool \"ray_disagg_pd_deploy\" can mutate/egress but declares no destructiveHint. Clients that don't default to spec-safe behavior may not prompt before running it.",
"remediation": "Declare accurate annotations, and gate destructive tools on user confirmation regardless.",
"location": {
"kind": "tool",
"name": "ray_disagg_pd_deploy"
},
"data": {
"tags": [
"code-exec"
]
}
},
{
"ruleId": "MTC-CAP-005",
"title": "Mutating tool \"training_config_generate\" declares no destructiveHint",
"category": "hygiene",
"severity": "low",
"confidence": "heuristic",
"description": "Tool \"training_config_generate\" can mutate/egress but declares no destructiveHint. Clients that don't default to spec-safe behavior may not prompt before running it.",
"remediation": "Declare accurate annotations, and gate destructive tools on user confirmation regardless.",
"location": {
"kind": "tool",
"name": "training_config_generate"
},
"data": {
"tags": [
"code-exec"
]
}
},
{
"ruleId": "MTC-CAP-005",
"title": "Mutating tool \"training_launch_distributed\" declares no destructiveHint",
"category": "hygiene",
"severity": "low",
"confidence": "heuristic",
"description": "Tool \"training_launch_distributed\" can mutate/egress but declares no destructiveHint. Clients that don't default to spec-safe behavior may not prompt before running it.",
"remediation": "Declare accurate annotations, and gate destructive tools on user confirmation regardless.",
"location": {
"kind": "tool",
"name": "training_launch_distributed"
},
"data": {
"tags": [
"code-exec"
]
}
}
],
"toxicFlows": [
{
"id": "flow-1",
"severity": "medium",
"confidence": "strong",
"untrustedInput": [
"hf_list_models",
"hf_list_datasets"
],
"sensitiveSource": [],
"externalSink": [
"train",
"ray_submit_job",
"ray_wide_ep_deploy",
"ray_disagg_pd_deploy",
"training_config_generate",
"training_launch_distributed"
],
"selfContained": false,
"description": "Untrusted input can drive an external action even though no sensitive source is exposed."
}
],
"capabilities": [
{
"tool": "quote_gpu",
"tags": [],
"reasons": {}
},
{
"tool": "provision_gpu",
"tags": [],
"reasons": {}
},
{
"tool": "terraform_plan",
"tags": [],
"reasons": {}
},
{
"tool": "terraform_apply",
"tags": [],
"reasons": {}
},
{
"tool": "terraform_destroy",
"tags": [],
"reasons": {}
},
{
"tool": "local_scan",
"tags": [],
"reasons": {}
},
{
"tool": "k8s_create",
"tags": [],
"reasons": {}
},
{
"tool": "k8s_list",
"tags": [],
"reasons": {}
},
{
"tool": "k8s_info",
"tags": [],
"reasons": {}
},
{
"tool": "k8s_destroy",
"tags": [],
"reasons": {}
},
{
"tool": "inferx_deploy",
"tags": [],
"reasons": {}
},
{
"tool": "inferx_status",
"tags": [],
"reasons": {}
},
{
"tool": "inferx_list",
"tags": [],
"reasons": {}
},
{
"tool": "inferx_optimize",
"tags": [],
"reasons": {}
},
{
"tool": "hf_space_deploy",
"tags": [],
"reasons": {}
},
{
"tool": "status",
"tags": [],
"reasons": {}
},
{
"tool": "terraform_status",
"tags": [],
"reasons": {}
},
{
"tool": "manage_instance",
"tags": [],
"reasons": {}
},
{
"tool": "analytics",
"tags": [],
"reasons": {}
},
{
"tool": "optimize",
"tags": [],
"reasons": {}
},
{
"tool": "setup_provider",
"tags": [],
"reasons": {}
},
{
"tool": "configure_provider",
"tags": [],
"reasons": {}
},
{
"tool": "infer_route",
"tags": [],
"reasons": {}
},
{
"tool": "infer_route_disagg",
"tags": [],
"reasons": {}
},
{
"tool": "infer_status",
"tags": [],
"reasons": {}
},
{
"tool": "infer_failover",
"tags": [],
"reasons": {}
},
{
"tool": "gpu_topology",
"tags": [],
"reasons": {}
},
{
"tool": "price_intel",
"tags": [],
"reasons": {}
},
{
"tool": "moe_deploy",
"tags": [],
"reasons": {}
},
{
"tool": "gitops_init",
"tags": [],
"reasons": {}
},
{
"tool": "train",
"tags": [
"code-exec"
],
"reasons": {
"code-exec": [
"parameter \"script\""
]
}
},
{
"tool": "train_status",
"tags": [],
"reasons": {}
},
{
"tool": "train_monitor",
"tags": [],
"reasons": {}
},
{
"tool": "checkpoint_list",
"tags": [],
"reasons": {}
},
{
"tool": "checkpoint_save",
"tags": [],
"reasons": {}
},
{
"tool": "preflight",
"tags": [],
"reasons": {}
},
{
"tool": "price_discovery",
"tags": [],
"reasons": {}
},
{
"tool": "train_stop",
"tags": [],
"reasons": {}
},
{
"tool": "train_resume",
"tags": [],
"reasons": {}
},
{
"tool": "checkpoint_restore",
"tags": [],
"reasons": {}
},
{
"tool": "checkpoint_promote",
"tags": [],
"reasons": {}
},
{
"tool": "checkpoint_delete",
"tags": [],
"reasons": {}
},
{
"tool": "stage",
"tags": [],
"reasons": {}
},
{
"tool": "infer_deploy",
"tags": [],
"reasons": {}
},
{
"tool": "up",
"tags": [],
"reasons": {}
},
{
"tool": "rollback",
"tags": [],
"reasons": {}
},
{
"tool": "manifests",
"tags": [],
"reasons": {}
},
{
"tool": "smart_deploy",
"tags": [],
"reasons": {}
},
{
"tool": "helm_generate",
"tags": [],
"reasons": {}
},
{
"tool": "gitops_bootstrap",
"tags": [],
"reasons": {}
},
{
"tool": "gitops_sync",
"tags": [],
"reasons": {}
},
{
"tool": "gitops_validate",
"tags": [],
"reasons": {}
},
{
"tool": "orchestrator_start",
"tags": [],
"reasons": {}
},
{
"tool": "orchestrator_register",
"tags": [],
"reasons": {}
},
{
"tool": "orchestrator_load",
"tags": [],
"reasons": {}
},
{
"tool": "orchestrator_evict",
"tags": [],
"reasons": {}
},
{
"tool": "orchestrator_status",
"tags": [],
"reasons": {}
},
{
"tool": "orchestrator_infer",
"tags": [],
"reasons": {}
},
{
"tool": "warm_pool_start",
"tags": [],
"reasons": {}
},
{
"tool": "warm_pool_status",
"tags": [],
"reasons": {}
},
{
"tool": "cost_scaler_start",
"tags": [],
"reasons": {}
},
{
"tool": "cost_scaler_status",
"tags": [],
"reasons": {}
},
{
"tool": "inferx_configure",
"tags": [],
"reasons": {}
},
{
"tool": "inferx_delete",
"tags": [],
"reasons": {}
},
{
"tool": "inferx_usage",
"tags": [],
"reasons": {}
},
{
"tool": "inferx_quote",
"tags": [],
"reasons": {}
},
{
"tool": "hf_space_status",
"tags": [],
"reasons": {}
},
{
"tool": "run_workflow",
"tags": [],
"reasons": {}
},
{
"tool": "active_context",
"tags": [],
"reasons": {}
},
{
"tool": "lora_list",
"tags": [],
"reasons": {}
},
{
"tool": "lora_add",
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