looplens-mcp
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TDQS
Scored across 16 tools
Tools are largely distinct: session lifecycle, event ingestion/query, loop detection, convergence, and diagnostics each have clear separation. Minor overlap exists between get_session and get_convergence, but descriptions clarify their different purposes.
All tools follow a consistent verb_noun pattern with snake_case, e.g., create_session, ingest_event, detect_loops. No mixed conventions or vague verbs, making the API predictable and easy to navigate.
16 tools is slightly above the ideal 3-15 range, but each tool serves a distinct function within the domain. The count feels justified given the breadth of session management, event processing, analysis, and export capabilities.
The domain covers session lifecycle (create/get/list/close), event ingestion (single/batch), querying, annotation, loop detection, convergence analysis, and export. Lack of session update/delete is a minor gap, but core workflows are well supported.