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verbatim-mcp

by KRLabsOrg
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Python
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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

    A3.5/5.0

    Scored across 12 tools

    Disambiguation5/5

    Every tool has a clearly distinct purpose: get citation, get collection, get paper, get paper content, list authors/booktitles/collections/venues/years, search, RAG, and transform. No overlapping functionalities that would confuse an agent.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern in snake_case (get_, list_, search_, query_, verbatim_transform). Even verbatim_transform fits as 'transform' with a server-specific prefix.

    Tool Count5/5

    12 tools is well-scoped for a scholarly paper API. It covers retrieval, search, and a unique RAG/transform capability without bloat or deficiency.

    Completeness5/5

    The tool surface is complete for a read-only paper corpus: citation, metadata, full content, search with options, RAG, and a citation-generating transform. No obvious missing operations for the stated domain.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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