classify_lines

MCP tool from Log MCP by ascii766164696D

ML classifier (TF-IDF → BERT) separates interesting lines from noise

How to use it

classify_lines is exposed by the Log MCP MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the classify_lines tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.

Install Log MCP

$claude mcp add log-mcp -- uv run --directory $(pwd) log-mcp

FULL LOG MCP LISTING

Other tools in Log MCP (6)

analyze_errors

Deduplicate errors by fingerprint, count frequencies, extract stack traces

compare_logs

Find patterns unique to each file and frequency outliers across files

get_log_segment

Extract a segment by line range or time range

log_overview

Quick scan: size, line count, time range, level distribution, head/tail samples