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:
[](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.
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/inspectorscores 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:
No pressure — just wanted to introduce the project and explore if there's alignment.
Clarvia — AEO scoring standard for the MCP ecosystem.