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codingthefuturewithai

Code Understanding MCP Server

by codingthefuturewithai
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Python
Hybrid

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    TDQS

    C2.9/5.0

    Scored across 10 tools

    Disambiguation3/5

    Tools are mostly distinct but there is overlap between get_repo_structure and get_source_repo_map, and between get_repo_file_content and get_repo_structure. The tool list_repository_branches has no description, causing ambiguity.

    Naming Consistency3/5

    Naming uses a mix of 'get_', 'list_', 'clone_', 'refresh_' but inconsistently uses 'repo' vs 'repository' (e.g., clone_repo vs list_cached_repository_branches). The naming is readable but not fully consistent.

    Tool Count4/5

    10 tools are a reasonable number for a code understanding server, though some tools have overlapping functionality. The count is slightly above the ideal range but not excessive.

    Completeness3/5

    The tool surface covers core cloning, caching, and analysis operations, but lacks common features like code search, diff, or blame. The list_repository_branches tool is undescribed, indicating a gap.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources