Clarvia AEO — MCP server quality scoring for UI-TARS agent toolkit

[digitamaz]

Clarvia × UI-TARS: Agent Tool Quality Scoring

Hi ByteDance/UI-TARS team!

Clarvia scores MCP servers for agent readiness — think of it as AEO (AI Engine Optimization) for the tools AI agents use.

UI-TARS-desktop has MCP server integration for GUI agent workflows. Clarvia's profile:

https://clarvia.art/tool/tool_github_com_bytedance_ui_tars_desktop

When GUI agents in UI-TARS need to invoke external MCP tools, tool quality matters. Clarvia provides:

• Quality scores for 27,871+ MCP servers and tools
• Discoverability checks across all major registries
• Schema and documentation quality metrics

Badge

[![Clarvia AEO Score](https://clarvia.art/api/badge/bytedance/UI-TARS-desktop)](https://clarvia.art/tool/tool_github_com_bytedance_ui_tars_desktop)

Just sharing this resource for the community!

Clarvia: https://clarvia.art