Apsion/log-essence
- Total stars
- 5
- Today · UTC
- —No data
More actions
Intelligent log analysis for LLMs - extract patterns, redact secrets, compress, CLI, Web UI, and MCP server.
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About the project
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.
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
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 19, 2026, 12:27 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- There are not enough fresh counter measurements for today's UTC day. The gain is unknown.
- New listing on glama.
Measured growth: the last 7 completed days
The full 7-day window is unavailable; no weekly total or comparison is calculated.
Daily measurements · UTC
- October 12, 2026
- 0
- October 13, 2026
- 0
- October 14, 2026
- 0
- October 15, 2026
- —
- October 16, 2026
- —
- October 17, 2026
- —
- October 18, 2026
- —
Largest measured day in the last 30 days: 0 · September 19, 2026. Days with data: 26.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 15, 2026, 21:02 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 5
- Today
- Not enough measurements today
- Forks
- 1
- Issues and pull requests
- 74
- Watchers
- 0
- Language
- Python
- License
- MIT
- Latest release
- v0.1.0b9 · October 11, 2026
- Created
- December 27, 2025
- Last push
- October 15, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- October 19, 2026New listing on glama
- October 18, 2026New listing on glama
- October 17, 2026New listing on glama
- October 16, 2026New listing on glama
- October 15, 2026New listing on glama
- October 14, 2026New listing on glama
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/Apsion/log-essence)