A
licenseNot graded
qualityD
maintenanceEnables searching and retrieving academic paper metadata from Semantic Scholar, including paper details, citations, and author information.
20
MIT
paper-mcp
by imnotdev25
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TDQS
A4.2/5.0
Scored across 6 tools
Disambiguation5/5
Each tool has a clearly distinct purpose: metadata by DOI, metadata by title, forward citations, full text, PDF URL, and backward citations. The slight overlap between doi_get_metadata and paper_get_metadata is clarified by their different inputs (DOI vs title).
Naming Consistency3/5
Tool names are somewhat inconsistent: most use 'paper_get_' prefix, but one uses 'doi_get_' instead. While all are readable, the mix of prefixes and the inversion in 'doi_get_metadata' compared to 'paper_get_metadata' breaks the otherwise verb_noun pattern.
Tool Count5/5
With 6 tools, the server is well-scoped for its purpose. Each tool provides a distinct function without unnecessary bloat, and the count is within the ideal 3-15 range.
Completeness4/5
The tool set covers key operations for a paper metadata server: metadata retrieval (by title and DOI), full text, PDF URL, citations, and references. Minor gaps like search by author or keyword are absent, but the core workflow is supported.
Maintenance
ActivitySlowing
ResponsivenessNo issues