Skip to content

Add Clarvia AEO skills (clarvia-scan, clarvia-compare, clarvia-recommend) #548

@digitamaz

Description

@digitamaz

Skill Submission: Clarvia AEO Skills

Adds Clarvia — the AEO (Agent Experience Optimization) scanner for MCP servers. Clarvia provides 3 Claude Code skills that help developers optimize their MCP tools for AI agent discoverability.

Skills

Skill Description
clarvia-scan Scans any MCP server and returns an AEO score (0-100) with actionable improvement recommendations
clarvia-compare Side-by-side comparison of two MCP tools with score breakdown, feature matrix, and recommendation
clarvia-recommend Recommends the best MCP tool for a given use case from 27,000+ indexed tools

Category

Development & Code Tools (MCP development quality assurance)

Why it belongs here

Clarvia is purpose-built for Claude Code users who build or use MCP servers. The skills turn Clarvia's quality analysis API into slash commands:

/clarvia-scan supabase-mcp
→ AEO Score: 84/100
  ✅ Tool descriptions optimized
  ✅ OpenAPI spec present
  ⚠️  Missing examples in tool params
  💡 Add 3 concrete usage examples to boost to 90+
/clarvia-compare supabase-mcp firebase-mcp
→ Supabase MCP: 84/100 vs Firebase MCP: 71/100
  Winner: Supabase MCP (better tool descriptions, OpenAPI coverage)

Source

Stats

  • 27,000+ MCP tools indexed
  • AEO scoring across 12+ quality dimensions
  • 714 weekly npm downloads
  • MIT licensed

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions