Seq MCP Server
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TDQS
Scored across 6 tools
Most tools are clearly distinct: signals listing/retrieval, filter conversion, and live tailing each have unique purposes. However, seq_search for historical events and seq_query for analytical SQL-like queries could be confused by an agent deciding how to retrieve or analyze log data. Descriptions provide enough guidance to resolve most ambiguity.
All tools use a consistent seq_ prefix followed by a verb_noun pattern in snake_case (seq_search, seq_list_signals, seq_get_signal, etc.). No mixed conventions or vague naming.
Six tools is well-scoped for a Seq log querying server, covering search, analytical query, signal inspection, filter conversion, and live tailing without bloat. Each tool earns its place for the core workflows.
The server covers key read and query operations: historical search, SQL-like analytics, signal discovery, filter conversion, and live tailing. Minor gaps exist around managing signals (e.g., create/update/delete) and exporting results, but core agent workflows are supported.