clarvia-aeo-check
Score any MCP server, API, or CLI for agent-readiness using Clarvia AEO (Agent Experience Optimization). Search 15,400+ indexed tools before adding them to your workflow.
npx skills add majiayu000/claude-skill-registry --skill clarvia-aeo-check --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Clarvia AEO Check ## Overview Before adding any MCP server, API, or CLI tool to your agent workflow, use Clarvia to score its agent-readiness. Clarvia evaluates 15,400+ AI tools across four AEO dimensions: API accessibility, data structuring, agent compatibility, and trust signals. ## Prerequisites Add Clarvia MCP server to your config: ```json { "mcpServers": { "clarvia": { "command": "npx", "args": ["-y", "clarvia-mcp-server"] } } } ``` ## When to Use This Skill - Use when evaluating a new MCP server before adding it to your config - Use when comparing two tools for the same job - Use when building an agent that selects tools dynamically - Use when you want to find the highest-quality tool in a category ## How It Works ### Step 1: Score a specific tool Ask Claude to score any tool by URL or name: ``` Score https://github.com/example/my-mcp-server for agent-readiness ``` Clarvia returns a 0-100 AEO score with breakdown across four dimensions. ### Step 2: Search tools by category ``` Find the top-rated database MCP servers using Clarvia ``` Returns ranked results from 15,400+ indexed tools. ### Step 3: Compare tools head-to-head ``` Compare supabase-mcp vs firebase-mcp using Clar
- Overview
- Prerequisites
- When to Use This Skill
- How It Works
- Step 1: Score a specific tool
- Step 2: Search tools by category
- Step 3: Compare tools head-to-head
- Step 4: Check leaderboard
- Examples
- Example 1: Evaluate before installing
- Example 2: Find best tool in category
- Example 3: CI/CD quality gate
- AEO Score Interpretation
- Best Practices
What does the clarvia-aeo-check skill do?
Score any MCP server, API, or CLI for agent-readiness using Clarvia AEO (Agent Experience Optimization). Search 15,400+ indexed tools before adding them to your workflow.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill clarvia-aeo-check --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.