TracecatHQ/tracecat
Open-source security automation platform for teams and AI agents
⚡ Executive Summary & Quick Facts
Authoritative Sourcetracecat is tracecat is an open-source project written in Python: Open-source security automation platform for teams and AI agents..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), TracecatHQ/tracecat has accumulated 3,872 GitHub stars and 439 forks. It is written in Python, licensed under AGPL-3.0, and ranks #3,204 globally. It is actively maintained with the latest commit recorded on Oct 28, 2026.”
| Repository | TracecatHQ/tracecat ↗ |
|---|---|
| Primary Category | agents |
| Language & Stack | Python |
| Software License | AGPL-3.0 |
| Community Traction | ★ 3.9K stars · ⑂ 439 forks · #3,204 globally |
| Maintenance | ● Active (Last commit: Oct 28, 2026) · 184 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, tracecat is actively maintained. Continuous telemetry recorded the last code commit on Oct 28, 2026 (4 days ago). Supported by 3,872 stars and 439 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+97
STARS · LAST 30 DAYS
3
PER DAY
#481
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +21 | +97 | +270 |
| Per day | 3 | 3 | 3 |
| Forks gained | +2 | +9 | +22 |
tracecat gained 97 stars in the last 30 days, about 3 a day, and now has 3.9K. It is about 3 years old and has averaged roughly 1.3K stars a year. It ranks #481 among Python repositories and #3,204 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#7227
BEST RANK
Oct 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
tracecat has maintained a continuous presence across global trending indexes, peaking at #7227. Below is the 30-day activity profile:
💡 Overview
tracecat is an open-source project written in Python: Open-source security automation platform for teams and AI agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agents, automation, case-management. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install tracecat⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
tracecat coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with tracecat.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install tracecat using your package manager: `pip install tracecat`
Initialize your project workspace or configuration file for tracecat.
Import tracecat into your codebase or invoke it directly from your terminal.
Execute your test suite or run `tracecat --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
TracecatHQ/tracecat is currently ranked #3,204 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #3,199 | MrNeRF/LichtFeld-Studio | C++ | ★ 3.9K | Compare ↗ |
| #3,200 | SchemaStore/schemastore | JavaScript | ★ 3.9K | Compare ↗ |
| #3,201 | moment/moment-timezone | JavaScript | ★ 3.9K | Compare ↗ |
| #3,202 | jquery-backstretch/jquery-backstretch | JavaScript | ★ 3.9K | Compare ↗ |
| #3,203 | TNG/ArchUnit | Java | ★ 3.9K | Compare ↗ |
| #3,204 | TracecatHQ/tracecat This Project | Python | ★ 3.9K | |
| #3,204 | pulsejet/memories | PHP | ★ 3.9K | Compare ↗ |
| #3,206 | momo5502/sogen | C++ | ★ 3.9K | Compare ↗ |
| #3,207 | FossifyOrg/Gallery | Kotlin | ★ 3.9K | Compare ↗ |
| #3,208 | tchiotludo/akhq | Java | ★ 3.9K | Compare ↗ |
| #3,209 | Piwigo/Piwigo | PHP | ★ 3.9K | Compare ↗ |
Frequently Asked Questions
What does tracecat do? +
Open-source security automation platform for teams and AI agents
Is tracecat actively maintained in 2026? +
Yes, tracecat is actively maintained. The latest code push was recorded on Oct 28, 2026 (4 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 3,872 stars and 184 open issues.
What language is tracecat written in? +
The primary language is Python. Topics include: agents, automation, case-management, fastapi, incident-response.
How many stars does tracecat have? +
tracecat has 3,872 stars and 439 forks on GitHub.
How does tracecat rank among GitHub repositories? +
With 3,872 stars, TracecatHQ/tracecat is ranked #3,204 globally across all repositories tracked on GitHubRepo and #481 among Python projects.
What license is tracecat distributed under? +
The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
