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legal-intake-mcp

by omarnagy91
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    TDQS

    A4.3/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool has a clearly distinct stage in the intake pipeline: load, segment, extract dates, extract parties, summarize, and search clauses. Although segment_clauses and find_clauses both involve clauses, one is structural segmentation and the other is semantic retrieval of actual wording, so there is no real ambiguity.

    Naming Consistency4/5

    Five tools follow a clean verb_noun snake_case pattern (load_document, segment_clauses, extract_dates, extract_parties, find_clauses). document_summary breaks the verb pattern and reads as a noun, which is a minor deviation but still readable and consistent in style.

    Tool Count5/5

    Six tools is a well-scoped set for a legal contract intake server. It covers ingestion, structural segmentation, date extraction, party extraction, summarization, and semantic clause retrieval without redundancy or unnecessary bloat.

    Completeness5/5

    The surface covers the full intake pipeline: load and normalize the document, segment clauses, extract dates and parties, build a structured summary, and retrieve the actual wording of relevant clauses. There are no obvious dead ends or missing operations that would prevent an agent from completing a contract intake workflow.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources