recommend_material

shallow

com.fabtally/slicer · Verify this server

FREE. Suggest the best filament(s) for a use case with plain-language reasons, and (by default) a real slice/quote per candidate so you see the time/filament/cost tradeoff. use_case: functional | decorative | outdoor | flexible | high-temp | food-contact-note. Paste a link: Thingiverse/Printables/MakerWorld model pages, a GitHub blob, Google Drive or Dropbox share link, a direct .stl/.3mf/.obj/.ply/.step URL, or a .zip (first printable model inside is used). Local file? Upload once at https://fabtally.com/upload and paste that URL. Fair-use limited.

100.0/100

1 trials · measured 8 days ago

recommend_material scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.fabtally/slicer, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: recommend_material
[![Vouch score](https://vouch.tools/api/tools/59a8b0ce-db1d-45a1-b3ca-7a36db28c7a2/badge.svg)](https://vouch.tools/tools/59a8b0ce-db1d-45a1-b3ca-7a36db28c7a2)
recommend_material — Vouch