gripforge_game_theme_from_concept

shallow

io.github.gripforgeai/mcp · Verify this server

Generic concept → theme pipeline for a Game Kit project: the saved art direction (gripforge_game_art_direction: look, theme, palette, notes, device) becomes ONE interface concept image (title, main menu, HUD with health, a weapon card, key prompts), a vision pass reads its design tokens (colour roles, radius, border width, button shape, padding, letter case, weight, the closest open-licence font, glyph style, closest preset) and they are written as the ui.theme config (contrast repaired). The concept is kept in the Library (kind concept, category ui). action=quote prices it: 1 credit per run (quote it and ask the user before run). Without regenerate the latest concept of the project is reused with the tokens already read from it (0 credits), so a run after a dry run applies exactly what the dry run showed; reread=true reads the concept again (1 credit). dry_run=true writes nothing. run returns a generation job: poll it with gripforge_generation_read; its result carries config, tokens, fixes, previous_config and revision_before for a rollback (gripforge_gamekit_configure ui.theme with previous_config).

100.0/100

1 trials · measured today

gripforge_game_theme_from_concept scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.gripforgeai/mcp, measured 20 Oct 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
2026-10-20100.0shallowv0.2.0

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.

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Vouch score: gripforge_game_theme_from_concept
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gripforge_game_theme_from_concept — Vouch