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Glama

Related Servers

Alternatives to Sibyl

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables iterative deep research by integrating AI agents with search engines, web scraping, and large language models for efficient data gathering and comprehensive reporting.
      10 npm
      323
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables deep research tasks using a multi-agent architecture that integrates any LLM and MCP tools. Available via MCP stdio, streamable HTTP, and SSE transports.
      17
      MIT
    • A
      license
      C
      quality
      C
      maintenance
      Enables financial research and analysis through AI agents that combine web search, content crawling, entity extraction, and deep research workflows. Supports extracting stock/fund entities with security codes and conducting structured financial investigations.
      9
      26
      Apache 2.0

    TDQS

    A3.9/5.0

    Scored across 4 tools

    Disambiguation2/5

    gather_sources and gather_bundle are nearly identical in purpose and parameters, with only subtle differences in output structure. This creates significant ambiguity for an agent trying to select the appropriate tool. quick_search and read_url are more distinct but the overlap between the gather tools is problematic.

    Naming Consistency3/5

    The names mix patterns: 'gather_' prefix for two tools, 'quick_' for one, and 'read_' for another. While each name is somewhat descriptive, the lack of a consistent verb_noun pattern across the set reduces predictability.

    Tool Count4/5

    With 4 tools, the set is small but still covers the core needs of web research (search, deep retrieval, quick results, and URL reading). It could be streamlined to 3 by merging the gather tools, but the count is not excessive.

    Completeness4/5

    The server covers the essential operations for web research: searching, retrieving full-text sources, quick scanning, and reading specific URLs. Minor gaps like missing history or caching are acceptable for the scope.

    Maintenance

    ActivityStale
    ResponsivenessNo issues