# Apsion/log-essence

> Log analysis tool for LLMs: extracts templates (Drain3) and semantic clusters (FastEmbed), compresses logs to a token budget, and redacts secrets and PII. Runs as CLI, Web UI, and MCP server.

- Magnitude: 0.0 out of 10 — Quiet
- Stars: 5 total · Not enough measurements today
- Star trust: star growth looks organic
- Category: Developer tools · Language: Python · License: MIT · Created: 2025-12-27 · Last push: 2026-10-15
- GitHub: https://github.com/Apsion/log-essence · Page: https://gitnova.dev/en/r/Apsion/log-essence

## Useful for

- Compress application logs before sending them to an LLM within a token budget
- Strip API keys and emails from logs before external analysis
- Connect log-essence as an MCP server to Claude Desktop for log triage

## Why it’s here

- There are not enough fresh counter measurements for today's UTC day. The gain is unknown.
- New listing on glama.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 1
- Issues and pull requests: 74
- Watchers: 0
- Average over the last week: 0 per day
- Usual pace: 0 per day
- Latest release: v0.1.0b9 (2026-10-11)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-20 … 2026-10-19: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, None, None, None, None, None

## Magnitude by day, last 6 days

10-14 0.0, 10-15 0.0, 10-16 0.0, 10-17 0.0, 10-18 0.0, 10-19 0.0

## Spotted in now

- New listing on glama

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-19 13:14 UTC, updated every 30 minutes.