Streams NDJSON log triage: query patterns, detect anomalies, summarize timelines without full load.
Your service just crashed. The log file is 2GB. Your AI agent can't help. MCP server that stream-parses NDJSON log files without loading them into memory — filter by pattern, detect error spikes via Z-score analysis, summarize severity timelines by time window. A service crashes at 3am. The log file is and it's 2GB. You ask your agent to find what caused the spike in errors around 03:17. The…
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query_log_patternNo description publishedThis tool published no description. Forge does not invent one.
detect_error_anomaliesNo description publishedThis tool published no description. Forge does not invent one.
summarize_log_timelineNo description publishedThis tool published no description. Forge does not invent one.
correlate_requestNo description publishedThis tool published no description. Forge does not invent one.
0 of 4 tools published a description.
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Your service just crashed. The log file is 2GB. Your AI agent can't help. MCP server that stream-parses NDJSON log files without loading them into memory — filter by pattern, detect error spikes via Z-score analysis, summarize severity timelines by time window. A service crashes at 3am. The log file is and it's 2GB. You ask your agent to find what caused the spike in errors around 03:17. The agent can't read 2GB. It can't even try. streams the file line by line — never loading it into memory —…
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