STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.
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Scored across 8 tools
Most tools have distinct purposes, but find_related_work overlaps with search_arxiv and search_semantic_scholar as it combines both sources. Agents might be uncertain which to use for a general literature search.
All tools follow a consistent verb_noun pattern in snake_case (e.g., find_related_work, get_lab_overview, search_arxiv). No mixing of naming conventions.
8 tools is well-scoped for a lab assistant. Each tool serves a clear purpose without unnecessary duplication or bloat.
The tool surface covers key lab information (overview, topics, students, publications) and external searches. Minor gaps like the absence of a tool for getting a specific publication by ID are not critical for the assistant role.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
find_related_workget_lab_overviewget_research_topicsget_student_infolist_publicationslist_studentssearch_arxivsearch_semantic_scholarAcademic paper search, scientific literature, citation analysis, arXiv & semantic related-work.
Search 340M+ academic papers — citation graphs, semantic similarity, and AI literature reviews.
Search 8.5M scientific papers with LLM TLDRs, citations, linked entities, figures, and full text.
AI/ML research papers from arXiv, DBLP, and HuggingFace
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