gripforge_inspect
shallowio.github.gripforgeai/mcp · Verify this server
THE FEEDBACK LOOP: call this after every generate/attach/rig to SEE and VERIFY what you made, before building on top of it. Deterministic, free, repeatable. Returns (1) a structured report — kind guess, triangles/vertices, materials+textures, skeleton (bones, finger bones per hand, cape grid), animations, size in metres — and (2) QA checks with ok/warn/fail + why: plausible scale, poly budget, normals/UVs, rig skinned, strict T-pose arms, five-finger bones, feet on ground. Also returns a multi-angle render sheet (front/right/back/left by default) so you can look at the asset. Fix warns/fails (regenerate, rest_pose, retarget…) then inspect again.
1 trials · measured 27 days ago
gripforge_inspect 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
| 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 |
|---|---|---|---|
| 2026-09-23 | 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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[](https://vouch.tools/tools/0f525537-563f-4249-995e-af761808be3e)