Clarvia
Website: https://clarvia.art
GitHub: https://github.com/clarvia-project/scanner
Description
Clarvia is an AI Engine Optimization (AEO) scanner that scores MCP servers, APIs, and AI tools on agent-readiness. It indexes 27,843+ tools and rates each on a 0-100 scale across 4 dimensions:
- API Accessibility
- Data Structuring
- Agent Compatibility
- Trust Signals
Features
- Free REST API — no auth required
- MCP server:
npx -y clarvia-mcp-server (works with Claude, Cursor, Windsurf)
- AEO score badges for README:

- Category comparison pages, trending tools, improvement playbooks
- GitHub Action:
clarvia-project/clarvia-action
Section suggestion: Developer Tools / Model Context Protocol / AI Infrastructure
Clarvia
Website: https://clarvia.art
GitHub: https://github.com/clarvia-project/scanner
Description
Clarvia is an AI Engine Optimization (AEO) scanner that scores MCP servers, APIs, and AI tools on agent-readiness. It indexes 27,843+ tools and rates each on a 0-100 scale across 4 dimensions:
Features
npx -y clarvia-mcp-server(works with Claude, Cursor, Windsurf)clarvia-project/clarvia-actionSection suggestion: Developer Tools / Model Context Protocol / AI Infrastructure