mudpie

Public website scan · no affiliation implied

Team

team.management ↗

Latest public evidence from separate Mudpie graders. Scores describe technical observations at scan time—not rankings, citations, traffic, users, or endorsement.

WebMCP

100/100 A+

The grader discovers and inspects tools but never calls them.

Implementation

WebMCP surface detectedpass

tools_registered

Register tools on page load with document.modelContext or supported declarative forms.

Tools register during discoverypass

2 tools registered

Expose the discovery surface without requiring an undocumented user action.

Tool quality

Conventional tool namespass

2/2 snake_case names

Use concise snake_case names that describe the action.

Useful descriptionspass

2/2 descriptive tools

Explain when to use each tool and what it returns or changes.

Input schemas are definedpass

2/2 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.

Run another grade.

Agent experience →SEO →AEO →WebMCP →ChatGPT vs Perplexity →International readiness →