gripforge_character_concepts

shallow

io.github.gripforgeai/mcp · Verify this server

Three LOOK pictures (3/4, Imagine low 1K) of a named character, enemy or boss BEFORE any 3D. Pass weapon to show it on the looks; 3D later is T-pose empty hands. Pick one, then gripforge_generate_character with concept_item. 1 credit per image (default 3).

100.0/100

1 trials · measured 14 days ago

gripforge_character_concepts scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.gripforgeai/mcp, measured 23 Sept 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 + stdio
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-23100.0shallowv0.2.0

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: gripforge_character_concepts
[![Vouch score](https://vouch.tools/api/tools/c7346363-b19a-4c66-a208-2f605744bde8/badge.svg)](https://vouch.tools/tools/c7346363-b19a-4c66-a208-2f605744bde8)
gripforge_character_concepts — Vouch