Public website scan · no affiliation implied
Lumbox
lumbox.co ↗Latest public evidence from separate Mudpie graders. Scores describe technical observations at scan time—not rankings, citations, traffic, users, or endorsement.
WebMCP
N/A
No WebMCP grade: api_absent. The scanner did not find a callable surface to score.
Implementation
WebMCP surface detectednot applicable
api_absent
Register tools on page load with document.modelContext or supported declarative forms.
Tools register during discoverynot applicable
0 tools registered
Expose the discovery surface without requiring an undocumented user action.
Tool quality
Conventional tool namesnot applicable
0/0 snake_case names
Use concise snake_case names that describe the action.
Useful descriptionsnot applicable
0/0 descriptive tools
Explain when to use each tool and what it returns or changes.
Input schemas are definednot applicable
0/0 schemas
Define bounded, typed inputs so agents do not guess.
Trust
Sensitive actions declare safety metadatanot applicable
No sensitive actions inferred
Mark destructive or commitment-bearing tools so hosts can require confirmation.