Skip to main content
Glama

Related Servers

Alternatives to minirag-mcp

No user-submitted related servers found.

    Related Servers

    • A
      license
      A
      quality
      D
      maintenance
      Local-first RAG indexing and semantic search MCP server. Enables document retrieval and context-aware queries using local embedding models.
      3
      6 npm
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      MCP server for local RAG over personal notes, PDFs, and documents, enabling plain-English querying and hybrid search with multi-hop context expansion.
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      MCP server that enables local hybrid semantic and keyword search over private PDF, DOCX, Markdown, and text documents without sending data to embedding APIs.
      9
      5,156 npm
      MIT

    TDQS

    A4.4/5.0

    Scored across 11 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: querying, ingesting, syncing, reading, listing, deleting, and status reporting. The only potential overlap (read_file vs read_chunk_neighbors) is clearly differentiated by full-document vs context-window scope. No two tools perform the same action.

    Naming Consistency4/5

    Most tools follow a verb_noun snake_case pattern (ingest_file, query_documents, delete_file). Minor deviations include the bare noun 'status' and the sync_start/sync_status pair, but the overall style is consistent and predictable.

    Tool Count5/5

    11 tools is well-scoped for a RAG server. Each tool fills a necessary role in the ingestion, sync, query, and management lifecycle, with no redundancy or bloat.

    Completeness5/5

    The tool set covers the full lifecycle: ingest (file/data/url), sync (start/status), query, read (full/context), list, delete, and status. Re-ingesting acts as an update mechanism, and there are no obvious dead ends or missing operations for the stated purpose.

    Maintenance

    ActivityMaintained
    ResponsivenessSlow