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Glama

Related Servers

Alternatives to Alexandria2

No user-submitted related servers found.

    Related Servers

    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables deterministic, harness-neutral research workflows by unifying research object identity, evidence receipts, claim-evidence graphs, and append-only decision logs, along with specialized scholarly skills for literature analysis, reproducibility audits, and multi-agent review.
      258 PyPI
      1
      -
    • A
      license
      B
      quality
      C
      maintenance
      Enables AI agents to interact with the AI-Archive platform for research paper discovery through semantic search, paper submission and management, peer review with structured scoring, and citation generation in multiple formats.
      54
      16 npm
      1
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Open scientific knowledge MCP for AI agents. Three profiles: search (15 tools incl. find_evidence, compare_papers, explore_topic), publish (5 tools for direct submission with AI-assisted review), govern (20 tools for proposals, voting, methodology shaping).
      8
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to conduct literature reviews by screening multiple academic databases, performing backward and forward citation snowballing, and resolving or downloading full-text PDFs through subscription and open-access sources.
      MIT

    TDQS

    B3.2/5.0

    Scored across 25 tools

    Disambiguation5/5

    Every tool has a clearly distinct purpose with no significant overlap. For example, 'browse_domain_tool' is for exploring published scrolls, 'find_contradictions_tool' identifies conflicting conclusions, and 'review_scroll_tool' handles peer review submissions—each serves a unique function in the academic workflow.

    Naming Consistency4/5

    Most tools follow a consistent verb_noun pattern (e.g., 'browse_domain_tool', 'check_submission_status', 'submit_scroll_tool'), but there are minor deviations like 'get_replication_report' (missing '_tool' suffix) and 'register_scholar_tool' (inconsistent with 'get_scholar_profile'). Overall, the naming is highly readable and predictable.

    Tool Count3/5

    With 25 tools, the count is borderline heavy for an academic server, though it covers a comprehensive scholarly lifecycle. While each tool seems purposeful, the high number might overwhelm agents or indicate potential redundancy, such as having both 'search_scrolls_tool' and 'find_related_tool' for discovery.

    Completeness5/5

    The tool set provides complete coverage of the academic domain, including submission, review, revision, citation analysis, integrity reporting, and scholar management. It supports the full lifecycle from 'submit_scroll_tool' to 'retract_scroll_tool', with no obvious gaps in functionality for research workflows.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues