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Glama

Related Servers

Alternatives to PubCrawl

  • A
    license
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    maintenance
    Privacy layer for healthcare AI agents. Pseudonymises patient identifiers (NHS numbers, names, dates of birth, addresses; UK and US) into labelled tokens locally before text reaches an agent, then restores the originals afterwards, keeping the token map out of agent context.
    7
    8
    MIT No Attribution
  • A
    license
    A
    quality
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    Explains why two scientific papers disagree. A contradiction explorer for bench scientists that compares two studies' designs and grounds every claim in a verbatim quote from the source text.
    3
    55 npm
    1
    MIT
  • A
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    A
    quality
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    Deployment-readiness harness for AI document-QA and extraction systems. Scaffolds grounding checks, privacy redaction and cost tracking into a project, composing OpenGATE, Redacta and PubCrawl.
    5
    45 npm
    1
    MIT

Related Servers

  • A
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    A PubMed MCP server that enables LLMs to search, retrieve details, and download full-text articles from PubMed, with support for batch queries, cross-referencing, and EndNote export.
    13
    47 npm
    6
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables comprehensive biomedical literature research through PubMed database access with advanced search, full-text retrieval, citation analysis, and batch processing capabilities. Supports both local deployment and cloud hosting for seamless integration with AI assistants.
    1
    MIT
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    Enables biomedical literature research with 17 tools for searching and retrieving publications, full texts, MeSH terms, citations, clinical trials, drug safety data, and more from multiple sources without requiring API keys.
    17
    MIT

TDQS

A3.9/5.0

Scored across 14 tools

Disambiguation4/5

The tools are mostly split by distinct resource and action: clinical trials, US/UK drug labels, literature search, and article utilities. There is some potential overlap among search_pubmed, search_europepmc, and trending_papers, and compare_labels versus fetching labels individually, but the descriptions make the intended boundaries clear.

Naming Consistency4/5

Names consistently use snake_case and are mostly verb-led (get_, search_, find_, format_, compare_, resolve_). The main minor deviation is trending_papers, which is a noun phrase rather than a verb_noun pattern.

Tool Count5/5

At 14 tools, the surface is well-scoped for a biomedical research server covering trials, labels, and literature. Each tool maps to a distinct workflow rather than inflating the count with redundant operations.

Completeness4/5

The set covers core workflows: trial search/detail, US and UK label retrieval and comparison, literature search, abstracts, full text, related articles, citation formatting, trending papers, and drug-name resolution. Minor gaps exist around direct safety/interaction lookup or broader label search, but agents can work around them with the available tools.

Maintenance

ActivityActive
ResponsivenessNo recent community issues