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sigmatools

Tools for the Generic Signature Format for SIEM Systems

With conditionsPyPI SecurityReleased Apr 202377.4K downloads / moLGPLv3Source build

Decision gist · record as of 2026-08-14

sdist only — sigmatools-0.23.1-py3.11.egg · sigmatools-0.23.1.tar.gz · builds from source
v0.23.1 · released 2023-04-15 · Python ~=3.8

Yes, if you work with log-based detection rules or operate multiple SIEM platforms. Sigmatools is actively maintained, production-stable, and solves a real problem—standardizing detection logic across vendor silos. The LGPLv3 license is permissive for internal use and integration. High install friction is offset by zero runtime dependencies and a mature codebase. Not worth installing if you only use a single SIEM or have no need for rule conversion.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires Python ~=3.8; no compiled dependencies but primarily a CLI tool and library.
  • High install friction with no runtime dependencies listed.
  • Package is actively maintained with recent commits (2026-08-13) and has been in production use since 2017-12-08.

License · maintenance · safety

LGPLv3 (copyleft) — LGPLv3 is a copyleft license; any derivative work or modification must also be released under LGPLv3. Permissive for use but restricts proprietary redistribution of modified versions.

last release 2023-04-15 (1217 days) · last repo commit 2026-08-13 · 10,887 stars

0 known vulnerabilities (OSV.dev, 2026-08-14) · 77,367 downloads/mo, #14,532 on PyPI

Verify before relying

pip install sigmatools==0.23.1

import sigmatools
# Use sigmatools CLI or library for rule conversion and validation
  • Whether the package includes the full rule repository or only conversion tooling
  • Performance characteristics when processing large rule sets
  • Specific SIEM platform compatibility beyond those mentioned in description
Same gist for agents: .md · .json

What it is and what it does

Sigmatools is a Python package and command-line tool for working with Sigma, a generic, open signature format designed to describe log-based security detections in a standardized, vendor-agnostic way. It provides utilities to parse, validate, and convert Sigma detection rules into queries compatible with various SIEM platforms and log analysis tools. The package is built on top of a community-maintained repository of more than 3000 peer-reviewed detection rules covering generic threats, threat hunting, emerging threats, and compliance violations.

The primary use case is enabling security teams to share and reuse detection logic across different tooling ecosystems without rewriting rules for each platform. Sigmatools handles the conversion layer, allowing a single rule to be deployed to multiple SIEMs or integrated into custom detection pipelines. It has been in active development since 2017-12-08 and is classified as Production/Stable, with support for Python 3.8 and later and no external runtime dependencies.

Use it for

  • Convert Sigma detection rules to platform-specific query syntax for deployment in your SIEM
  • Validate and parse Sigma YAML rules as part of a detection engineering workflow
  • Leverage the community's 3000+ peer-reviewed Sigma rules for threat detection
  • Integrate Sigma rule conversion into a security tool to support vendor-agnostic rule ingestion
  • Apply threat-hunting rules to log data across multiple log sources

Worth the install?

AI-flagged interpretation of the facts on this page. Verify before relying on it.

With conditions

Yes, if you work with log-based detection rules or operate multiple SIEM platforms.

Sigmatools is actively maintained, production-stable, and solves a real problem—standardizing detection logic across vendor silos. The LGPLv3 license is permissive for internal use and integration. High install friction is offset by zero runtime dependencies and a mature codebase. Not worth installing if you only use a single SIEM or have no need for rule conversion.

Install

sigmatools on PyPI

Before you install

High install friction with no runtime dependencies listed. Package is actively maintained with recent commits (2026-08-13) and has been in production use since 2017-12-08. Supports Python 3.8 and later.

Requires Python ~=3.8; no compiled dependencies but primarily a CLI tool and library.

License in practice

LGPLv3 is a copyleft license; any derivative work or modification must also be released under LGPLv3. Permissive for use but restricts proprietary redistribution of modified versions.

Quickstart

pip install sigmatools==0.23.1

import sigmatools
# Use sigmatools CLI or library for rule conversion and validation

Verify before relying

  • Whether the package includes the full rule repository or only conversion tooling
  • Performance characteristics when processing large rule sets
  • Specific SIEM platform compatibility beyond those mentioned in description

Package facts

LicenseLGPLv3 copyleft
Python supportSupports the current Python release ~=3.8
Install frictionHigh. Source build required
Runtime dependenciesNone
MaintenanceActively maintained 1,217 days since the last release
Last repo commit
First released
Downloads77,367 / month, #14,532 on PyPI 30-day window, as of 2026-08-14
Known vulnerabilitiesNone known OSV.dev, checked 2026-08-14
Classifiers
Development Status :: 5 - Production/StableEnvironment :: ConsoleIntended Audience :: DevelopersIntended Audience :: Information TechnologyIntended Audience :: System AdministratorsLicense :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)Programming Language :: Python :: 3.8Programming Language :: Python :: 3.9Topic :: Internet :: Log AnalysisTopic :: Security

Evidence: sigmatools-0.23.1-py3.11.egg; sigmatools-0.23.1.tar.gz

Tags

Capabilities
sigma rule conversionsiem detection ruleslog analysis signaturesvendor-agnostic detection formatsigma rule toolssecurity rule frameworklog event detection
Topics
siem-detectionrule-conversionthreat-hunting
PyPI keywords
securitymonitoringsiemloggingsignatureselasticsearchsplunkidssysmon

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See also pySigma · threatwire · pysigma-backend-splunk · pySigma-backend-elasticsearch · smdebug-rulesconfig · semgrep · yara-x · cisco-ai-mcp-scanner · sigtools · cisco-ai-skill-scanner