clarvia-aeo-check

name	clarvia-aeo-check
description	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.
category	tool-quality
risk	safe
source	community
date_added	2026-03-27
author	digitamaz
tags	["mcp","aeo","tool-quality","agent-readiness","api-scoring","clarvia"]
tools	["claude","cursor","windsurf","cline"]

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 using Clarvia

Examples

Example 1: Evaluate before installing

Before I add this MCP server to my config, score it:
https://github.com/example/new-tool

Use the clarvia aeo_score tool and tell me if it's agent-ready.