mudpie

Public website scan · no affiliation implied

Mana

mana.am ↗

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

14 tools registered

Expose the discovery surface without requiring an undocumented user action.

Tool quality

Conventional tool namespass

14/14 snake_case names

Use concise snake_case names that describe the action.

Useful descriptionspass

14/14 descriptive tools

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

Input schemas are definedpass

14/14 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 →