ScribblesLM
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TDQS
Scored across 11 tools
Each tool targets a distinct resource (notebook vs source) and action (create, list, delete, add, refresh, enrich, status, query). There is no overlap; even source_status and notebook_status differ by scope. An agent can easily select the right tool.
All tools follow a consistent object_verb pattern (e.g., notebook_create, source_add, source_status). Naming is uniform with underscores and no mixed conventions, making the API predictable.
11 tools is well-scoped for a notebook/source management server. Each tool serves a clear purpose with no redundancy, and the count is within the ideal 3-15 range.
The surface covers full lifecycle management for notebooks (create, list, delete, status, query) and sources (add, list, refresh, delete, enrich, status). Query capabilities are included, and status tracking for both individual sources and whole notebooks fills any potential gaps.