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Scored across 10 tools
Tools have mostly distinct purposes: setup_auth is for login, health for status, doctor for local diagnostics, research for single-notebook queries, compare_notebooks for two-notebook comparisons, and so on. Some potential confusion exists between list_notebooks and notebook_resolve (listing vs resolving one) and doctor vs health, but descriptions clarify the boundaries well.
Naming follows a mostly verb_noun pattern (list_notebooks, get_evidence, compare_notebooks) but deviates with single-word names (doctor, health, research) and reversed object_verb forms (notebook_resolve, notebook_refresh). This mixed convention is readable but not fully consistent.
10 tools is well-scoped for an expert research MCP, covering authentication, diagnostics, health, notebook discovery, source listing, research, evidence retrieval, and comparison. Each tool earns its place without redundancy or bloat.
The surface covers the full research lifecycle: setup auth, check health, list/resolve/refresh notebooks, list sources, run research, retrieve evidence, and compare notebooks. Minor gaps include lack of a tool to browse all evidence from a session or a single tool to search across multiple notebooks, but these are not core to the stated purpose.