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Clarvia AEO integration — quality scoring for inspected servers #1167

@digitamaz

Description

@digitamaz

Clarvia AEO + MCP Inspector: Complementary Quality Layers

Hi MCP Inspector team!

I'm building Clarvia — an AEO (Agent Experience Optimization) scoring platform that evaluates MCP server quality for autonomous agent deployment. We've indexed 27,906+ MCP servers, APIs, and agent tools.

The synergy

MCP Inspector answers: "Does this server respond correctly?"
Clarvia answers: "Is this server production-ready for autonomous agents?"

The two tools complement each other. Inspector tests behavior; Clarvia scores agent-readiness (discoverability, error transparency, schema completeness, retry behavior, security).

Current AEO score for MCP Inspector itself

modelcontextprotocol/inspector scores 23/100 — mostly because it's a dev tool, not a production API (which is expected). But the codebase could benefit from AEO improvements for the SSE transport layer.

Potential integration

Could be valuable to link from Inspector's output to the Clarvia profile for the server being inspected. Something like: "You've verified this server works — now check if it's agent-deployment ready."

Alternatively, happy to just add our badge if you think it's relevant:

[![Clarvia AEO Score](https://clarvia.art/api/badge/modelcontextprotocol-inspector)](https://clarvia.art/tool/mcp-inspector)

No pressure — just wanted to introduce the project and explore if there's alignment.


Clarvia — AEO scoring standard for the MCP ecosystem.

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