No user-submitted related servers found.
Scored across 15 tools
Most tools have clearly distinct purposes: paper search/read/quote tools, provider documentation tools, and entity/provider resolution tools are separated by their descriptions. Minor overlap exists between search_docs and get_provider_docs, and between list_providers and resolve_provider_id, but the descriptions provide enough context to select correctly.
All tool names use consistent snake_case and follow a predictable verb_noun or verb_object pattern (e.g., search_papers, get_paper, read_paper, resolve_entity, compare_providers). Even less conventional names like purge_cache and forget_paper fit the same structural convention, making the set easy to scan.
The 15 tools are reasonable for a documentation and research server spanning papers, provider docs, web sources, local PDFs, and entity resolution. The count sits at the upper end of the comfortable range but does not feel excessive given the breadth of supported workflows.
The surface covers the core research and documentation lifecycle well: searching, retrieving, reading, quoting, adding local papers, resolving entities/providers, and requesting doc updates. A minor gap is the lack of a tool to list or search the user's own saved local paper library, but other tools mostly compensate through local IDs and deletion/purge operations.