Livepilot — 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": "livepilot",
"source": {
"kind": "package",
"origin": "livepilot"
},
"server": {
"name": "livepilot"
}
},
"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)",
"reads sensitive or local data",
"has a read → egress path (a data-exfiltration surface)",
"can execute shell commands or code"
],
"tags": [
"untrusted-input",
"sensitive-source",
"code-exec"
]
},
"coverage": {
"level": "source",
"inputs": {
"toolSurface": true,
"implementationSource": true,
"packageMetadata": true,
"liveTransport": false
},
"caveats": [
"Tools were statically extracted from the published source (200 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-SRC-002",
"title": "Shell/command execution in server code (bin/livepilot.js)",
"category": "permissions",
"severity": "high",
"confidence": "strong",
"description": "In the server's implementation (`bin/livepilot.js:4`): 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": "bin/livepilot.js"
},
"evidence": "ync, spawn } = require(\"child_process\"); const fs = require(\"fs\"); const net = require(\"net\"); const path = require(\"pat",
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"rule": "MTC-SRC-002",
"file": "bin/livepilot.js",
"line": 4,
"nonRuntime": false
}
},
{
"ruleId": "MTC-SRC-002",
"title": "Shell/command execution in server code (mcp_server/connection.py)",
"category": "permissions",
"severity": "high",
"confidence": "strong",
"description": "In the server's implementation (`mcp_server/connection.py:95`): 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": "mcp_server/connection.py"
},
"evidence": "try: out = subprocess.check_output( [\"lsof\", \"-nP\", f\"-iTCP:{port}\"], text=True,",
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"rule": "MTC-SRC-002",
"file": "mcp_server/connection.py",
"line": 95,
"nonRuntime": false
}
},
{
"ruleId": "MTC-SRC-002",
"title": "Shell/command execution in server code (mcp_server/server.py)",
"category": "permissions",
"severity": "high",
"confidence": "strong",
"description": "In the server's implementation (`mcp_server/server.py:31`): 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": "mcp_server/server.py"
},
"evidence": "try: out = subprocess.check_output( [\"lsof\", \"-t\", \"-i\", f\"UDP:{port}\"], text=True,",
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"rule": "MTC-SRC-002",
"file": "mcp_server/server.py",
"line": 31,
"nonRuntime": false
}
},
{
"ruleId": "MTC-SRC-002",
"title": "Shell/command execution in server code (mcp_server/user_corpus/plugin_engine/detector.py)",
"category": "permissions",
"severity": "high",
"confidence": "strong",
"description": "In the server's implementation (`mcp_server/user_corpus/plugin_engine/detector.py:249`): 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": "mcp_server/user_corpus/plugin_engine/detector.py"
},
"evidence": "try: proc = subprocess.run( [auval_bin, \"-a\"], capture_output=True, text=True, timeo",
"owasp": "LLM05:2025 Improper Output Handling",
"data": {
"rule": "MTC-SRC-002",
"file": "mcp_server/user_corpus/plugin_engine/detector.py",
"line": 249,
"nonRuntime": false
}
}
],
"toxicFlows": [],
"capabilities": [
{
"tool": "atlas_search",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_device_info",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_suggest",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_chain_suggest",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_compare",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_describe_chain",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_techniques_for_device",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_pack_info",
"tags": [],
"reasons": {}
},
{
"tool": "scan_full_library",
"tags": [],
"reasons": {}
},
{
"tool": "reload_atlas",
"tags": [],
"reasons": {}
},
{
"tool": "extension_atlas_search",
"tags": [],
"reasons": {}
},
{
"tool": "extension_atlas_get",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"fetch\""
]
}
},
{
"tool": "extension_atlas_list",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_macro_fingerprint",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_transplant",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_demo_story",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_extract_chain",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_pack_aware_compose",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_cross_pack_chain",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_explore",
"tags": [],
"reasons": {}
},
{
"tool": "atlas_audition",
"tags": [
"sensitive-source"
],
"reasons": {
"sensitive-source": [
"keyword \"dump\""
]
}
},
{
"tool": "atlas_substitute",
"tags": [],
"reasons": {}
},
{
"tool": "audit_layer",
"tags": [],
"reasons": {}
},
{
"tool": "compose",
"tags": [],
"reasons": {}
},
{
"tool": "compose_fast_apply",
"tags": [],
"reasons": {}
},
{
"tool": "consult_ableton_knowledge",
"tags": [],
"reasons": {}
},
{
"tool": "augment_with_samples",
"tags": [],
"reasons": {}
},
{
"tool": "get_composition_plan",
"tags": [],
"reasons": {}
},
{
"tool": "propose_composer_branches",
"tags": [],
"reasons": {}
},
{
"tool": "compose_full_apply",
"tags": [],
"reasons": {}
},
{
"tool": "analyze_loop_for_extension",
"tags": [],
"reasons": {}
},
{
"tool": "develop_apply",
"tags": [],
"reasons": {}
},
{
"tool": "apply_creative_constraint_set",
"tags": [],
"reasons": {}
},
{
"tool": "distill_reference_principles",
"tags": [],
"reasons": {}
},
{
"tool": "map_reference_principles_to_song",
"tags": [],
"reasons": {}
},
{
"tool": "generate_constrained_variants",
"tags": [],
"reasons": {}
},
{
"tool": "generate_reference_inspired_variants",
"tags": [],
"reasons": {}
},
{
"tool": "check_brief_compliance",
"tags": [],
"reasons": {}
},
{
"tool": "compile_hybrid_brief",
"tags": [],
"reasons": {}
},
{
"tool": "generate_m4l_effect",
"tags": [],
"reasons": {}
},
{
"tool": "list_genexpr_templates",
"tags": [],
"reasons": {}
},
{
"tool": "install_m4l_device",
"tags": [],
"reasons": {}
},
{
"tool": "evaluate_with_fabric",
"tags": [],
"reasons": {}
},
{
"tool": "create_experiment",
"tags": [],
"reasons": {}
},
{
"tool": "run_experiment",
"tags": [],
"reasons": {}
},
{
"tool": "compare_experiments",
"tags": [],
"reasons": {}
},
{
"tool": "commit_experiment",
"tags": [],
"reasons": {}
},
{
"tool": "discard_experiment",
"tags": [],
"reasons": {}
},
{
"tool": "grader_list_rubrics",
"tags": [],
"reasons": {}
},
{
"tool": "grader_evaluate",
"tags": [],
"reasons": {}
},
{
"tool": "grader_evaluate_all",
"tags": [],
"reasons": {}
},
{
"tool": "find_primary_hook",
"tags": [],
"reasons": {}
},
{
"tool": "rank_hook_candidates",
"tags": [],
"reasons": {}
},
{
"tool": "develop_hook",
"tags": [],
"reasons": {}
},
{
"tool": "measure_hook_salience",
"tags": [],
"reasons": {}
},
{
"tool": "score_phrase_impact",
"tags": [],
"reasons": {}
},
{
"tool": "detect_payoff_failure",
"tags": [],
"reasons": {}
},
{
"tool": "suggest_payoff_repair",
"tags": [],
"reasons": {}
},
{
"tool": "detect_hook_neglect",
"tags": [],
"reasons": {}
},
{
"tool": "compare_phrase_impact",
"tags": [],
"reasons": {}
},
{
"tool": "taste_record_pair",
"tags": [],
"reasons": {}
},
{
"tool": "taste_train",
"tags": [],
"reasons": {}
},
{
"tool": "taste_rank",
"tags": [],
"reasons": {}
},
{
"tool": "listen_capture",
"tags": [],
"reasons": {}
},
{
"tool": "listen_ab",
"tags": [],
"reasons": {}
},
{
"tool": "get_anti_preferences",
"tags": [],
"reasons": {}
},
{
"tool": "record_anti_preference",
"tags": [],
"reasons": {}
},
{
"tool": "get_promotion_candidates",
"tags": [],
"reasons": {}
},
{
"tool": "get_session_memory",
"tags": [],
"reasons": {}
},
{
"tool": "add_session_memory",
"tags": [],
"reasons": {}
},
{
"tool": "get_taste_dimensions",
"tags": [],
"reasons": {}
},
{
"tool": "get_taste_graph",
"tags": [],
"reasons": {}
},
{
"tool": "explain_taste_inference",
"tags": [],
"reasons": {}
},
{
"tool": "rank_moves_by_taste",
"tags": [],
"reasons": {}
},
{
"tool": "record_positive_preference",
"tags": [],
"reasons": {}
},
{
"tool": "analyze_mix",
"tags": [],
"reasons": {}
},
{
"tool": "get_mix_issues",
"tags": [],
"reasons": {}
},
{
"tool": "plan_mix_move",
"tags": [],
"reasons": {}
},
{
"tool": "evaluate_mix_move",
"tags": [],
"reasons": {}
},
{
"tool": "get_masking_report",
"tags": [],
"reasons": {}
},
{
"tool": "get_mix_summary",
"tags": [],
"reasons": {}
},
{
"tool": "detect_repetition_fatigue",
"tags": [],
"reasons": {}
},
{
"tool": "detect_role_conflicts",
"tags": [],
"reasons": {}
},
{
"tool": "infer_section_purposes",
"tags": [],
"reasons": {}
},
{
"tool": "score_emotional_arc",
"tags": [],
"reasons": {}
},
{
"tool": "analyze_phrase_arc",
"tags": [],
"reasons": {}
},
{
"tool": "compare_phrase_renders",
"tags": [],
"reasons": {}
},
{
"tool": "get_performance_state",
"tags": [],
"reasons": {}
},
{
"tool": "get_performance_safe_moves",
"tags": [],
"reasons": {}
},
{
"tool": "plan_scene_handoff",
"tags": [],
"reasons": {}
},
{
"tool": "create_preview_set",
"tags": [],
"reasons": {}
},
{
"tool": "compare_preview_variants",
"tags": [],
"reasons": {}
},
{
"tool": "commit_preview_variant",
"tags": [],
"reasons": {}
},
{
"tool": "render_preview_variant",
"tags": [],
"reasons": {}
},
{
"tool": "discard_preview_set",
"tags": [],
"reasons": {}
},
{
"tool": "build_project_brain",
"tags": [],
"reasons": {}
},
{
"tool": "get_project_brain_summary",
"tags": [],
"reasons": {}
},
{
"tool": "build_reference_profile",
"tags": [],
"reasons": {}
},
{
"tool": "analyze_reference_gaps",
"tags": [],
"reasons": {}
},
{
"tool": "plan_reference_moves",
"tags": [],
"reasons": {}
},
{
"tool": "get_action_ledger_summary",
"tags": [],
"reasons": {}
},
{
"tool": "get_last_move",
"tags": [],
"reasons": {}
},
{
"tool": "check_safety",
"tags": [],
"reasons": {}
},
{
"tool": "probe_link_audio",
"tags": [],
"reasons": {}
},
{
"tool": "probe_stem_workflow",
"tags": [],
"reasons": {}
},
{
"tool": "get_capability_state",
"tags": [],
"reasons": {}
},
{
"tool": "get_session_kernel",
"tags": [],
"reasons": {}
},
{
"tool": "analyze_sample",
"tags": [],
"reasons": {}
},
{
"tool": "evaluate_sample_fit",
"tags": [],
"reasons": {}
},
{
"tool": "search_samples",
"tags": [],
"reasons": {}
},
{
"tool": "suggest_sample_technique",
"tags": [],
"reasons": {}
},
{
"tool": "plan_sample_workflow",
"tags": [],
"reasons": {}
},
{
"tool": "get_sample_opportunities",
"tags": [],
"reasons": {}
},
{
"tool": "plan_slice_workflow",
"tags": [],
"reasons": {}
},
{
"tool": "get_splice_credits",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"download\""
]
}
},
{
"tool": "splice_catalog_hunt",
"tags": [],
"reasons": {}
},
{
"tool": "splice_download_sample",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"download\""
]
}
},
{
"tool": "splice_preview_sample",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"fetch\""
]
}
},
{
"tool": "splice_list_collections",
"tags": [],
"reasons": {}
},
{
"tool": "splice_search_in_collection",
"tags": [],
"reasons": {}
},
{
"tool": "splice_add_to_collection",
"tags": [],
"reasons": {}
},
{
"tool": "splice_remove_from_collection",
"tags": [],
"reasons": {}
},
{
"tool": "splice_create_collection",
"tags": [],
"reasons": {}
},
{
"tool": "splice_list_presets",
"tags": [],
"reasons": {}
},
{
"tool": "splice_preset_info",
"tags": [],
"reasons": {}
},
{
"tool": "splice_download_preset",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"download\""
]
}
},
{
"tool": "splice_pack_info",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"fetch\""
]
}
},
{
"tool": "splice_describe_sound",
"tags": [],
"reasons": {}
},
{
"tool": "splice_generate_variation",
"tags": [
"untrusted-input"
],
"reasons": {
"untrusted-input": [
"keyword \"download\""
]
}
},
{
"tool": "splice_http_diagnose",
"tags": [],
"reasons": {}
},
{
"tool": "list_semantic_moves",
"tags": [],
"reasons": {}
},
{
"tool": "preview_semantic_move",
"tags": [],
"reasons": {}
},
{
"tool": "propose_next_best_move",
"tags": [],
"reasons": {}
},
{
"tool": "apply_semantic_move",
"tags": [],
"reasons": {}
},
{
"tool": "get_session_story",
"tags": [],
"reasons": {}
},
{
"tool": "resume_last_intent",
"tags": [],
"reasons": {}
},
{
"tool": "record_turn_resolution",
"tags": [],
"reasons": {}
},
{
"tool": "rank_by_taste_and_identity",
"tags": [],
"reasons": {}
},
{
"tool": "open_creative_thread",
"tags": [],
"reasons": {}
},
{
"tool": "list_open_creative_threads",
"tags": [],
"reasons": {}
},
{
"tool": "explain_preference_vs_identity",
"tags": [],
"reasons": {}
},
{
"tool": "build_song_brain",
"tags": [],
"reasons": {}
},
{
"tool": "explain_song_identity",
"tags": [],
"reasons": {}
},
{
"tool": "detect_identity_drift",
"tags": [],
"reasons": {}
},
{
"tool": "analyze_sound_design",
"tags": [],
"reasons": {}
},
{
"tool": "get_sound_design_issues",
"tags": [],
"reasons": {}
},
{
"tool": "plan_sound_design_move",
"tags": [],
"reasons": {}
},
{
"tool": "get_patch_model",
"tags": [],
"reasons": {}
},
{
"tool": "detect_stuckness",
"tags": [],
"reasons": {}
},
{
"tool": "suggest_momentum_rescue",
"tags": [],
"reasons": {}
},
{
"tool": "start_rescue_workflow",
"tags": [],
"reasons": {}
},
{
"tool": "analyze_synth_patch",
"tags": [],
"reasons": {}
},
{
"tool": "propose_synth_branches",
"tags": [],
"reasons": {}
},
{
"tool": "extract_timbre_fingerprint",
"tags": [],
"reasons": {}
},
{
"tool": "compile_goal_vector",
"tags": [],
"reasons": {}
},
{
"tool": "build_world_model",
"tags": [],
"reasons": {}
},
{
"tool": "evaluate_move",
"tags": [],
"reasons": {}
},
{
"tool": "analyze_outcomes",
"tags": [],
"reasons": {}
},
{
"tool": "get_technique_card",
"tags": [],
"reasons": {}
},
{
"tool": "get_taste_profile",
"tags": [],
"reasons": {}
},
{
"tool": "get_turn_budget",
"tags": [],
"reasons": {}
},
{
"tool": "route_request",
"tags": [],
"reasons": {}
},
{
"tool": "iterate_toward_goal",
"tags": [],
"reasons": {}
},
{
"tool": "reconnect_bridge",
"tags": [],
"reasons": {}
},
{
"tool": "get_master_spectrum",
"tags": [],
"reasons": {}
},
{
"tool": "get_master_rms",
"tags": [],
"reasons": {}
},
{
"tool": "get_detected_key",
"tags": [],
"reasons": {}
},
{
"tool": "get_hidden_parameters",
"tags": [],
"reasons": {}
},
{
"tool": "get_automation_state",
"tags": [],
"reasons": {}
},
{
"tool": "walk_device_tree",
"tags": [],
"reasons": {}
},
{
"tool": "get_clip_file_path",
"tags": [],
"reasons": {}
},
{
"tool": "replace_simpler_sample",
"tags": [],
"reasons": {}
},
{
"tool": "load_sample_to_simpler",
"tags": [],
"reasons": {}
},
{
"tool": "add_drum_rack_pad",
"tags": [],
"reasons": {}
},
{
"tool": "get_simpler_slices",
"tags": [],
"reasons": {}
},
{
"tool": "classify_simpler_slices",
"tags": [],
"reasons": {}
},
{
"tool": "crop_simpler",
"tags": [],
"reasons": {}
},
{
"tool": "reverse_simpler",
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