Passes 1 check with a soft flag on injection surface, supply chain and version behavior — worth a look, not a dealbreaker.
- Publisher
- io.github.LGDiMaggio
- Repository
- —
- Install
- pypi:predictive-maintenance-mcp, pypi:predictive-maintenance-mcp, pypi:predictive-maintenance-mcp, pypi:predictive-maintenance-mcp, pypi:predictive-maintenance-mcp, pypi:predictive-maintenance-mcp, pypi:predictive-maintenance-mcp, pypi:predictive-maintenance-mcp, pypi:predictive-maintenance-mcp, pypi:predictive-maintenance-mcp, pypi:predictive-maintenance-mcp
- Versions
- 11
- Inspected
- 4 of 6 checks · 75%
- Scored
- 2026-09-11 · rubric 1.0.0
What we checked
Six static checks, weighted by risk. Every result reflects only what could be observed in the published package and repository — never intent.
Injection surface
warn25% of gradeTool descriptions/manifest scanned for instruction-injection patterns (imperatives at the model, hidden text, 'ignore previous', data-exfil URLs).
server instructions: imperative telling the model it must read/send/attach something.
Supply chain
warn25% of gradePackage provenance: namespace verification, repo linkage, maintainer count, account age, postinstall scripts, typosquat distance.
no resolvable repository linked to the package (provenance unverifiable)
Credential hygiene
pass15% of gradeHow the server takes secrets (env vs plaintext config vs hardcoded); secrets appearing in tool schemas.
No hardcoded secrets, secret-shaped tool parameters, or leaked keys found. PASS = no static red flag; static analysis cannot prove the code honors env-based secret handling at runtime.
Permission scope
unscannable15% of gradeDeclared tools vs. breadth (filesystem, network, exec); flags shell-exec and unbounded filesystem access.
No source files, package.json, or pyproject were fetched; cannot infer capability scope.
Version behavior
warn10% of gradeDiff of tool definitions between versions; new permissions or changed descriptions in a patch release (the postmark-mcp class).
vs prior 0.12.0 (minor bump): new tool "list_signals" appeared; new tool "generate_test_signal" appeared; new tool "load_signal" touches a sensitive surface (email/exec/net/fs); new tool "get_signal_info" touches a sensitive surface (email/exec/net/fs); new tool "clear_signals" appeared; new tool "analyze_fft" appeared; new tool "analyze_envelope" appeared; new tool "analyze_statistics" touches a sensitive surface (email/exec/net/fs); new tool "extract_features_from_signal" appeared; new tool "compute_power_spectral_density" appeared; new tool "compute_spectrogram_stft" appeared; new tool "assess_severity" appeared; new tool "train_anomaly_model" touches a sensitive surface (email/exec/net/fs); new tool "predict_anomalies" appeared; new tool "list_machine_manuals" touches a sensitive surface (email/exec/net/fs); new tool "extract_manual_specs" touches a sensitive surface (email/exec/net/fs); new tool "calculate_bearing_characteristic_frequencies" appeared; new tool "read_manual_excerpt" touches a sensitive surface (email/exec/net/fs); new tool "search_bearing_catalog" touches a sensitive surface (email/exec/net/fs); new tool "search_documentation" touches a sensitive surface (email/exec/net/fs); new tool "check_bearing_faults" appeared; new tool "diagnose_vibration" touches a sensitive surface (email/exec/net/fs); new tool "generate_diagnostic_report" appeared; new tool "generate_diagnostic_report_docx" touches a sensitive surface (email/exec/net/fs); new tool "plot_signal" touches a sensitive surface (email/exec/net/fs); new tool "generate_fft_report" touches a sensitive surface (email/exec/net/fs); new tool "generate_envelope_report" touches a sensitive surface (email/exec/net/fs); new tool "generate_iso_report" touches a sensitive surface (email/exec/net/fs); new tool "list_html_reports" touches a sensitive surface (email/exec/net/fs); new tool "generate_pca_visualization_report" touches a sensitive surface (email/exec/net/fs); new tool "generate_feature_comparison_report" touches a sensitive surface (email/exec/net/fs); new tool "estimate_rul" appeared; new tool "analyze_signal_trend" appeared; new tool "generate_maintenance_recommendations" appeared.
Transport config
unscannable10% of gradeRemote servers: TLS and auth mode (none/token/OAuth). Local servers: whether the manifest indicates it phones home.
local stdio server: no remote transport or auth surface, and no phone-home/telemetry signal found in source. Absence of transport findings is NOT a safety guarantee — phone-home hosts can be constructed at runtime and defeat static analysis.
Version history
Each release plotted by grade against the safe line at B. A version that sinks below the line has lost its trusted standing — the shape of a rug-pull.
| Version | Published | Grade | Score | Inspected | Change |
|---|---|---|---|---|---|
| v0.13.0 · current | 2026-08-14 | C | 70 | 4/6 · 75% | insf→C in v0.13.0 |
| v0.12.0 | 2026-08-09 | insufficient | — | 1/6 · 25% | ±0 |
| v0.9.1 | 2026-07-13 | insufficient | — | 1/6 · 25% | ±0 |
| v0.8.0 | 2026-03-29 | insufficient | — | 1/6 · 25% | — |