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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.

newaeoagent-readinessapi-scoringclarviamcptool-quality

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:

{
  "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 Clarvia

Returns side-by-side score breakdown with a recommendation.

Step 4: Check leaderboard

Show me the top 10 MCP servers for authentication usi

Subscribers only

The full skill, its 1 bundled files and every download is included with every paid Complete AI plan.

Details

Sourcecommunity
License
Risk labelsafe ("critical" means the skill may run commands or touch files — read before use)
FilesSKILL.md
Added2026-03-27