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Scored across 57 tools
Each tool is clearly distinguished by source (e.g., arxiv, biorxiv, crossref) and action (search_, download_, read_). There is no ambiguity even among similar sources because the prefix uniquely identifies the platform.
All tool names follow a uniform verb_noun pattern: action_source (e.g., search_arxiv, download_pubmed, read_semantic). The convention is strictly maintained across all 57 tools, making it predictable and easy to parse.
With 57 tools, the set is overly large for the server's purpose. Many sources have separate tools for search, download, and read even when download/read are not supported, resulting in redundant error-returning tools. A more concise design would combine variants or use fewer tools.
The surface covers a broad range of academic sources, offering search, download, and read for most. However, some sources (e.g., crossref, pubmed, ssrn) have non-functional download/read tools that merely return errors, which is a minor gap. The unified search_papers tool partially mitigates this.