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Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3.4/5.0

Scored across 2 tools

Disambiguation5/5

Only two tools with clearly distinct purposes: one is for submission, the other for checking status. No overlap or ambiguity.

Naming Consistency5/5

Both tool names follow a consistent verb_noun pattern in snake_case (submit_manuscript, check_analysis_status), with clear and descriptive names.

Tool Count2/5

With only two tools for a described 15-agent AI pipeline, the tool count feels too thin for the apparent scope, lacking intermediate or management tools.

Completeness2/5

The tool surface is severely limited, covering only submission and status checking. Missing are operations such as listing runs, retrieving full reports, or managing analyses.

Maintenance

ActivityInactive
ResponsivenessNo issues

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