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MCP Local LLM Server

by rodhayl
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    TDQS

    C2.9/5.0

    Scored across 36 tools

    Disambiguation3/5

    The tool set has clear functional groupings (e.g., analysis, code generation, refactoring), but there is significant overlap in purpose. For example, 'analyze_file', 'summarize', and 'codebase_qa' all involve analyzing or summarizing code content, which could lead to agent confusion. Similarly, 'code_quality_analyzer', 'linter', and 'security' tools all perform code quality checks with blurred boundaries.

    Naming Consistency3/5

    Naming conventions are mixed, with some tools using verb_noun patterns (e.g., 'analyze_file', 'generate_docs', 'suggest_edit') and others using noun_verb or other styles (e.g., 'code_helper', 'formatter', 'todos'). There is inconsistency in prefix usage, as some tools start with 'mcp_' while others do not, and abbreviations like 'qa' in 'codebase_qa' deviate from the general pattern.

    Tool Count2/5

    With 36 tools, the count is excessive for a local LLM server, leading to a bloated and overwhelming interface. This many tools suggests poor scoping, as many functions could be consolidated (e.g., multiple analysis tools) or omitted without losing core functionality. It exceeds typical well-scoped servers (3-15 tools) and risks usability issues.

    Completeness4/5

    The tool set covers a broad range of code-related tasks, including analysis, generation, refactoring, and quality checks, with no obvious major gaps for a local LLM server. However, minor gaps exist, such as the lack of a dedicated tool for version control operations (e.g., git integration) or real-time collaboration features, which could enhance the server's utility.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources