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adamamer20-paper-search-mcp-openai

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Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…

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Unhealthy
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Not checked
Last Tested
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Streamable HTTP
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Repository
adamamer20/paper-search-mcp-openai
GitHub Stars
14
Server Listing
Paper Search MCP

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TDQS

B3/5.0
Disambiguation4/5

Most tools are clearly distinct by source and action (e.g., download_arxiv vs. search_arxiv), but there is some overlap: 'search' aggregates across sources, which could be confused with individual search tools like search_arxiv, and 'fetch' is ambiguous as it fetches content for a search result without specifying source, potentially overlapping with download/read tools. Descriptions help clarify, but minor confusion is possible.

Naming Consistency5/5

Tool names follow a highly consistent verb_noun pattern throughout, with verbs like 'download', 'read', 'search', and 'get' paired with source-specific nouns (e.g., arxiv, biorxiv). All use snake_case uniformly, and the pattern is predictable across all 25 tools, making them easy to parse and understand.

Tool Count3/5

With 25 tools, the count is borderline high for a paper search server, as it includes many source-specific variants for download, read, and search actions. While this provides comprehensive coverage, it feels heavy and could be streamlined (e.g., by parameterizing sources). It's not extreme, but it approaches the upper limit of reasonable scope.

Completeness5/5

The tool set offers complete coverage for the domain of academic paper search and retrieval: it includes search, download, and read operations across multiple sources (arXiv, bioRxiv, CrossRef, etc.), with no obvious gaps. The 'fetch' tool adds content retrieval, and 'get_crossref_paper_by_doi' provides specific lookup, ensuring agents can handle full workflows without dead ends.