Kaggle — 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": "kaggle-mcp-server",
"source": {
"kind": "package",
"origin": "kaggle-mcp-server"
},
"server": {
"name": "kaggle-mcp-server"
}
},
"grade": "A",
"score": {
"score": 96,
"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": "moderate",
"label": "capability blast radius (moderate) — client exposure if the model is manipulated",
"appliedPenalty": 3
},
{
"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": "moderate",
"reasons": [
"ingests untrusted external content (a prompt-injection entry point)",
"reads sensitive or local data"
],
"tags": [
"untrusted-input",
"sensitive-source"
]
},
"coverage": {
"level": "source",
"inputs": {
"toolSurface": true,
"implementationSource": true,
"packageMetadata": true,
"liveTransport": false
},
"caveats": [
"Tools were statically extracted from the published source (51 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-SUP-012",
"title": "Package has no license",
"category": "hygiene",
"severity": "info",
"confidence": "strong",
"description": "\"kaggle-mcp-server\" has no declared license. This is a legal/reuse concern, not a security finding.",
"location": {
"kind": "package",
"name": "kaggle-mcp-server"
}
}
],
"toxicFlows": [],
"capabilities": [
{
"tool": "benchmark_leaderboard",
"tags": [],
"reasons": {}
},
{
"tool": "competitions_list",
"tags": [],
"reasons": {}
},
{
"tool": "competition_files",
"tags": [],
"reasons": {}
},
{
"tool": "competition_download",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"download\""
]
}
},
{
"tool": "competition_submit",
"tags": [],
"reasons": {}
},
{
"tool": "competition_submissions",
"tags": [],
"reasons": {}
},
{
"tool": "competition_leaderboard",
"tags": [],
"reasons": {}
},
{
"tool": "competition_get",
"tags": [],
"reasons": {}
},
{
"tool": "competition_data_summary",
"tags": [],
"reasons": {}
},
{
"tool": "competition_get_submission",
"tags": [],
"reasons": {}
},
{
"tool": "competition_leaderboard_download",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"download\""
]
}
},
{
"tool": "datasets_list",
"tags": [],
"reasons": {}
},
{
"tool": "dataset_files",
"tags": [
"sensitive-source"
],
"reasons": {
"sensitive-source": [
"keyword \"list_files\""
]
}
},
{
"tool": "dataset_download",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"download\""
]
}
},
{
"tool": "dataset_metadata",
"tags": [],
"reasons": {}
},
{
"tool": "dataset_create",
"tags": [],
"reasons": {}
},
{
"tool": "file_upload",
"tags": [],
"reasons": {}
},
{
"tool": "dataset_get",
"tags": [],
"reasons": {}
},
{
"tool": "dataset_create_version",
"tags": [],
"reasons": {}
},
{
"tool": "dataset_update_metadata",
"tags": [],
"reasons": {}
},
{
"tool": "dataset_delete",
"tags": [],
"reasons": {}
},
{
"tool": "dataset_download_file",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"download\""
]
}
},
{
"tool": "discussions_search",
"tags": [],
"reasons": {}
},
{
"tool": "discussions_list",
"tags": [],
"reasons": {}
},
{
"tool": "discussion_detail",
"tags": [],
"reasons": {}
},
{
"tool": "discussion_comments",
"tags": [],
"reasons": {}
},
{
"tool": "discussion_comments_search",
"tags": [],
"reasons": {}
},
{
"tool": "discussions_by_source",
"tags": [],
"reasons": {}
},
{
"tool": "discussions_solutions",
"tags": [],
"reasons": {}
},
{
"tool": "discussions_writeups",
"tags": [],
"reasons": {}
},
{
"tool": "discussions_trending",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"browse\""
]
}
},
{
"tool": "discussions_my",
"tags": [],
"reasons": {}
},
{
"tool": "kernels_list",
"tags": [],
"reasons": {}
},
{
"tool": "kernel_pull",
"tags": [],
"reasons": {}
},
{
"tool": "kernel_push",
"tags": [],
"reasons": {}
},
{
"tool": "kernel_output",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"download\""
]
}
},
{
"tool": "kernel_session_create",
"tags": [],
"reasons": {}
},
{
"tool": "kernel_session_status",
"tags": [],
"reasons": {}
},
{
"tool": "kernel_session_output",
"tags": [],
"reasons": {}
},
{
"tool": "kernel_session_cancel",
"tags": [],
"reasons": {}
},
{
"tool": "competition_top_kernels",
"tags": [],
"reasons": {}
},
{
"tool": "models_list",
"tags": [],
"reasons": {}
},
{
"tool": "model_get",
"tags": [],
"reasons": {}
},
{
"tool": "model_create",
"tags": [],
"reasons": {}
},
{
"tool": "model_update",
"tags": [],
"reasons": {}
},
{
"tool": "model_delete",
"tags": [],
"reasons": {}
},
{
"tool": "model_instances_list",
"tags": [],
"reasons": {}
},
{
"tool": "model_instance_get",
"tags": [],
"reasons": {}
},
{
"tool": "model_instance_create",
"tags": [],
"reasons": {}
},
{
"tool": "model_instance_versions",
"tags": [],
"reasons": {}
},
{
"tool": "model_instance_version_create",
"tags": [],
"reasons": {}
}
],
"surfaceDigest": "30aaf67752fc50479b37c7092464882bff8e056332901604d66d16fc5047311e",
"stats": {
"tools": 51,
"prompts": 0,
"resources": 0,
"findingsBySeverity": {
"critical": 0,
"high": 0,
"medium": 0,
"low": 0,
"info": 1
}
}
}