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v587d

Insights Knowledge Base MCP Server

by v587d

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      Serves an AI coding agent a searchable index of a codebase's existing capabilities and past incidents, so it can find and reuse what already exists before writing new code. Also exposes blast-radius analysis for shared code and lets the agent reindex the knowledge base, all via local retrieval with no model calls or API keys.
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    TDQS

    A4/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool targets a distinct retrieval operation: report overviews (search_report_profile), page-level details (search_content_detail), and semantic similarity (get_similar_content_by_rag). There is no ambiguity in their purposes.

    Naming Consistency4/5

    All tool names use snake_case, with two starting with 'search_' and one with 'get_'. While the 'get_' prefix differs, the pattern is still predictable and descriptive. Minor inconsistency in verb choice.

    Tool Count4/5

    Three tools is appropriate for a focused knowledge base retrieval server. It covers the core query types without being excessive or insufficient for the stated purpose.

    Completeness4/5

    The tool set covers structured search by report profile and content, plus semantic search. For a read-only knowledge base, this is reasonably complete. Missing write operations are acceptable given the domain.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues