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mcp-local-rag

by roilanrodriguez55
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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.2/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool has a distinct purpose: ingest_file vs ingest_data are cleanly split by path vs in-memory string, delete_file consolidates deletion for both, query_documents is search, read_chunk_neighbors is follow-up context, and sync_start/sync_status form a clear job/poll pair. list_files and status both give overviews but their descriptions clearly separate file scanning from index metrics.

    Naming Consistency4/5

    Most tools follow a consistent verb_noun pattern (query_documents, ingest_file, ingest_data, delete_file, list_files, read_chunk_neighbors, sync_start, sync_status). The lone 'status' noun breaks the pattern, and sync_ prefix is a minor variant, but overall it reads predictably.

    Tool Count5/5

    Nine tools is well-scoped for a local RAG server, with each tool earning its place across search, ingest, delete, listing, status, context retrieval, and sync operations. No redundancy or bloat.

    Completeness4/5

    The surface covers the RAG lifecycle well: create/update via ingest and re-ingest, read via query and chunk neighbors, delete, list, status, and disk reconciliation via sync. Minor gaps exist (no explicit whole-index reset or single-document metadata fetch), but agents can work around them via delete_file and query_documents.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

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