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OSSInsight MCP Server

by GeniusTechnoMystic
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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

    B3.4/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool targets a distinct aspect of GitHub insights: collections listing, repo comparison, ranking within collections, repo metadata, trending repos, and search. There is no significant overlap in their primary functions, making them easy to distinguish.

    Naming Consistency3/5

    All tools share the consistent 'ossinsight_' prefix, but the suffixes mix nouns (collections, ranking, repo, trending) with verbs (compare, search), creating an inconsistent pattern. A uniform verb_noun structure would improve predictability.

    Tool Count5/5

    With six tools, the server is well-scoped for its purpose of providing GitHub repository insights. Each tool fills a necessary role without unnecessary bloat, falling comfortably within the ideal range.

    Completeness4/5

    The tool set covers core workflows: discovery (search/trending), metadata retrieval (repo), comparison (compare), and curated collections (collections/ranking). Minor gaps exist, such as a dedicated tool to view collection details directly, but these are workable through existing tools.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources