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nl-openapi-mcp

by rubatoyd
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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

    A4.7/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a distinct purpose: nl_status verifies connectivity, nl_search performs a single query, and nl_collect aggregates multiple searches with saving and partitioning. Though nl_search and nl_collect both search, their roles are clearly separated (single vs. batch), so an agent cannot confuse them.

    Naming Consistency5/5

    All tool names share the consistent 'nl_' prefix and lowercase_snake_case format. While 'status' is a noun and 'search'/'collect' are verbs, the naming is predictable and each name directly reflects its function, making the pattern easy to infer.

    Tool Count5/5

    Three tools is a well-scoped count for a library search MCP, providing essential operations without redundancy. Each tool carries substantial functionality, especially nl_collect which bundles complex features like recursive partitioning and filtering, so every tool earns its place.

    Completeness5/5

    The set covers the full lifecycle of searching and collecting library records: health check, individual search, and batch collection with export options. It also addresses API limitations (e.g., 500-record cap) through built-in partitioning and provides explicit workarounds, leaving no obvious gaps for the stated domain.

    Maintenance

    ActivityActive
    ResponsivenessUnresponsive

    Resources