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
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
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:
Source
npx clarvia-mcp-serverStats