Clarvia FAQs

Question 1

What is Clarvia and its core purpose?

Accepted Answer

Clarvia establishes the Agent Engine Optimization (AEO) standard, enabling the discovery, scoring (0-100), and validation of over 15,400 AI agent tools for quality, accessibility, and overall agent-readiness. It's essentially 'Lighthouse for AI agent tools'.

Question 2

What is 'Agent Engine Optimization (AEO)'?

Accepted Answer

AEO, or Agent Engine Optimization, is Clarvia's proprietary standard measuring how easily AI agents can discover, integrate with, and trust an external tool, API, or MCP server. It provides a standardized metric for an AI tool's compatibility and quality from an agent's perspective.

Question 3

How does Clarvia evaluate AI agent tools?

Accepted Answer

Clarvia scores tools across four critical dimensions, each worth up to 25 points: API Accessibility, Data Structuring, Agent Compatibility (e.g., MCP server presence), and Trust Signals (e.g., uptime, documentation). An optional Onchain Bonus adds another 25 points for Web3 services.

Question 4

How can I integrate or access Clarvia's features?

Accepted Answer

Clarvia offers multiple integration points: a comprehensive REST API with 110+ endpoints, Node.js and Python Model Context Protocol (MCP) servers, an npm package, and pre-built Claude Code skills. It can be installed locally or accessed via a remote endpoint.

Question 5

Who benefits most from using Clarvia?

Accepted Answer

AI agents benefit from a 'quality gate' for reliable tool selection. Tool makers gain insights into their tool's agent-readiness, identifying specific gaps and improvements. Developers utilize Clarvia for programmatic access, integration, and discovering high-quality AI services.

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