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by vktr93
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Python
Remote

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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

A3.8/5.0

Scored across 14 tools

Disambiguation4/5

Most tools target clearly distinct resources/actions (submit_manuscript, search_atlas, place_on_atlas, trace_path, prepare_text_fixes). The main overlap is between check_analysis_status and get_report_json, both keyed on run_id and both returning report content, which could cause misselection when a review is complete.

Naming Consistency4/5

The dominant pattern is consistent snake_case verb_noun (submit_manuscript, list_my_reviews, get_text_fixes, search_atlas). A few deviations exist (help_me, account_status, atlas_whats_new with an unusual noun-first ordering), but they are minor and still readable.

Tool Count5/5

14 tools is well within a coherent range for a review-plus-atlas service. Each tool maps to a distinct workflow step (submit, monitor, report, fixes, atlas exploration, account) and none feel redundant padding.

Completeness4/5

The surface covers the full lifecycle: submission, status polling, structured report retrieval, text-fix preview/prepare, atlas search/navigation, and account/help. Minor gaps exist (e.g. no cancel/delete review or export/share operation), but core workflows are fully covered.

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources