Skip to main content
Glama

Related Servers

Alternatives to Tagging MCP

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables efficient reading, analyzing, and querying of Excel, CSV, and JSON files with support for chunked processing, column/field filtering, and streaming for large datasets. Supports multiple transport protocols (stdio, HTTP, SSE) for flexible integration.
      10 npm
      4
      ISC
    • A
      license
      A
      quality
      A
      maintenance
      Enables parallel execution of shell commands and AI coding agents (Claude, Gemini, Codex) across lists of items like files or URLs, with batched processing and real-time streaming output for batch operations.
      8
      172 npm
      6
      Apache 2.0
    • A
      license
      C
      quality
      B
      maintenance
      Enables conversational data analysis of Excel/CSV files through natural language queries, powered by 395 Excel functions via HyperFormula and multi-provider AI. Supports advanced analytics, bulk operations, financial modeling, and large file processing with intelligent chunking.
      35
      126 npm
      37
      MIT
    • F
      license
      Not graded
      quality
      C
      maintenance
      AI-first CSV analysis tool that enables AI agents to analyze, query, and audit large CSV files directly within conversations, turning raw data into actionable insights.
      2
      -

    TDQS

    A4/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: get_tagging_info provides server info, preview_csv shows CSV structure, tag_csv performs simple tagging, and tag_csv_advanced handles complex multi-dimensional tagging. No overlap.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern (get_tagging_info, preview_csv, tag_csv, tag_csv_advanced) with a clear advanced variant suffix, making it easy to understand the action and target.

    Tool Count5/5

    With 4 tools, the server is well-scoped for its purpose of CSV tagging: informational, preview, basic tagging, and advanced tagging. No unnecessary tools and the count feels appropriate.

    Completeness4/5

    The core workflow (preview CSV, tag with taxonomy) is covered, including advanced multi-dimensional tagging. Minor gaps: no tool to list available taxonomies or to retrieve/modify past tagging results, but the server's primary function is adequately supported.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues