gripforge_vehicle_finish
shallowio.github.gripforgeai/mcp · Verify this server
Repair generated automotive surfaces. Preferred: source (immutable static GLB with Body/Wheel_* groups) + repair recipe queues a persistent Blender job; guided glazing/panel regions, paint cleanup, coloured caliper extraction, measured replacement panels/curves with PBR and fitted boundaries, optional rebuilt wheels and rigid wheel rig. features.marks adds surface-fitted pinned PNG logos, relief badges and mesh lettering; wheel markings follow their wheel, named authored marks are replaced in the new work copy. For grilles or trim on a reconstructed recess, set curves.fitSurface.panel to its non-structural panel name to follow the final part. Returns a NEW private work version with GLB/Blend/optional FBX and GripForge review link. Does not promote or overwrite the source. Regions use +Y up/+Z forward metres, bounded displacement; region-only glass stays opaque, authored transmissive panes need an authored cabin. Poll/cancel/retry generation-jobs. 0 provider credits. Legacy id without repair uses one-time material/wheel finish and rewrites its Library file.
1 trials · measured 1 day ago
gripforge_vehicle_finish scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.gripforgeai/mcp, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | 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
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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