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ALWAYS use this when the request matches Clarvia AEO Check: Score any MCP server, API, or CLI for agent-readiness using Clarvia AEO (Agent Experience Optimization).
デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。
インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。
npx skills add https://github.com/Anhvu1107/all-agent-skill --skill clarvia-aeo-checkコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
ローカルで確認しますか？SkillsMP が現在取得できるファイルをダウンロードできます。
ALWAYS use this when the request matches 00 Andruia Consultant: Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia.
ALWAYS use this when the request matches 007: Security audit, hardening, threat modeling (STRIDE/PASTA), Red/Blue Team, OWASP checks, code review, incident response, and infrastructure security for any project.
ALWAYS use this when the user mentions 10 Andruia Skill Smith, asks to build, debug, review, document, automate, test, configure, migrate, or make decisions in this domain, or the task clearly depends on 10 Andruia Skill Smith; scope: Ingeniero de Sistemas de Andru.ia. Apply the bundled workflow, references, scripts, Senior Master standard, and Codex strict review gate before final output.
SKILL.md を表示中
SOC 職業分類に基づく
| name | clarvia-aeo-check |
| description | ALWAYS use this when the request matches Clarvia AEO Check: Score any MCP server, API, or CLI for agent-readiness using Clarvia AEO (Agent Experience Optimization). |
Start with:
references/senior-master-standard.mdreferences/usage-routing.mdreferences/quality-checklist.mdThen load only the inherited docs, scripts, assets, or examples that match the user's actual task.
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.
Add Clarvia MCP server to your config:
{
"mcpServers": {
"clarvia": {
"command": "npx",
"args": ["-y", "clarvia-mcp-server"]
}
}
}
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.
Find the top-rated database MCP servers using Clarvia
Returns ranked results from 15,400+ indexed tools.
Compare supabase-mcp vs firebase-mcp using Clarvia
Returns side-by-side score breakdown with a recommendation.
Show me the top 10 MCP servers for authentication using Clarvia
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.
I need an MCP server for web scraping. Use Clarvia to find the
top-rated options and compare the top 3.
Add to your CI pipeline using the GitHub Action:
- uses: clarvia-project/clarvia-action@v1
with:
url: https://your-api.com
fail-under: 70
| Score | Rating | Meaning |
|---|---|---|
| 90-100 | Agent Native | Built specifically for agent use |
| 70-89 | Agent Friendly | Works well, minor gaps |
| 50-69 | Agent Compatible | Works but needs improvement |
| 30-49 | Agent Partial | Significant limitations |
| 0-29 | Not Agent Ready | Avoid for agentic workflows |
Problem: Clarvia returns "not found" for a tool
Solution: Try scanning by URL directly with aeo_score — Clarvia will score it on-demand
Problem: Score seems low for a tool I trust
Solution: Use get_score_breakdown to see which dimensions are weak and decide if they matter for your use case
@mcp-builder - Build a new MCP server that scores well on AEO@agent-evaluation - Broader agent quality evaluation framework