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devkamani9313-lab

open-source-contribution-mcp-server

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    TDQS

    A3.7/5.0

    Scored across 12 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose, with user skills tools covering separate CRUD operations (get, set, add, remove, clear) and the remaining tools targeting different workflow stages (issue discovery, repo analysis, PR tracking, code/test generation, submission, feedback). There is no meaningful overlap between any two tools, even within the skills family, as descriptions clarify the differences in behavior.

    Naming Consistency5/5

    All tools follow a consistent verb_noun snake_case pattern (e.g., get_user_skills, find_issues, generate_code_fix). The verbs and nouns are descriptive and align with the action, and there is no mixing of conventions or unusual naming styles.

    Tool Count5/5

    With 12 tools, the server is well-scoped for its stated purpose of managing open-source contributions. Each tool covers a necessary step in the workflow, from profile management to submission and feedback, without redundancy or bloat.

    Completeness4/5

    The tool set covers the core workflow comprehensively: skills management, issue discovery, repository analysis, fix and test generation, PR submission, tracking, and review feedback. The main gap is the lack of a tool to update an existing PR with follow-up fixes after review feedback, leaving a potential dead end in the iterative contribution loop.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues