Agentic LLM Vulnerability Scanner / AI red teaming kit ๐งช
โก Executive Summary & Quick Facts
Authoritative Sourceagentic_security is agentic_security is an open-source project written in Python: Agentic LLM Vulnerability Scanner / AI red teaming kit ๐งช..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), msoedov/agentic_security has accumulated 2,044 GitHub stars and 307 forks. It is written in Python, licensed under Apache-2.0, and ranks #5,581 globally. It is actively maintained with the latest commit recorded on Nov 13, 2026.”
| Repository | msoedov/agentic_security โ |
|---|---|
| Primary Category | agent framework |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | โ 2K stars ยท โ 307 forks ยท #5,581 globally |
| Maintenance | โ Active (Last commit: Nov 13, 2026) ยท 20 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
๐ก๏ธ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 ยท Grade A+Yes, agentic_security is actively maintained. Continuous telemetry recorded the last code commit on Nov 13, 2026 (0 days ago). Supported by 2,044 stars and 307 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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+51
STARS ยท LAST 30 DAYS
2
PER DAY
#812
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +14 | +51 | +180 |
| Per day | 2 | 2 | 2 |
| Forks gained | +2 | +6 | +15 |
agentic_security gained 51 stars in the last 30 days, about 2 a day, and now has 2K. It is about 3 years old and has averaged roughly 681 stars a year. It ranks #812 among Python repositories and #5,581 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#11678
BEST RANK
Nov 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
agentic_security has maintained a continuous presence across global trending indexes, peaking at #11678. Below is the 30-day activity profile:
๐ก Overview
agentic_security is an open-source project written in Python: Agentic LLM Vulnerability Scanner / AI red teaming kit ๐งช.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-framework, agent-security, ai-red-team. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
โก 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.
๐ฅ Installation
$ pip install agentic_securityโ System Requirements
Platforms
- โข macOS
- โข Linux
- โข Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
๐ง How It Works
agentic_security 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.
๐ฏ Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with agentic_security.
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.
๐ Getting Started
Install agentic_security using your package manager: `pip install agentic_security`
Initialize your project workspace or configuration file for agentic_security.
Import agentic_security into your codebase or invoke it directly from your terminal.
Execute your test suite or run `agentic_security --help` to verify successful setup.
๐ Strengths
โ ๏ธ Considerations
โ Alternatives & Direct Competitors
๐ฅ Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
๐ Nearby in the Rankings
msoedov/agentic_security is currently ranked #5,581 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,576 | pykeen/pykeen | Python | โ 2K | Compare โ |
| #5,577 | mojombo/grit | Ruby | โ 2K | Compare โ |
| #5,577 | noborus/ov | Go | โ 2K | Compare โ |
| #5,577 | marin-m/SongRec | Rust | โ 2K | Compare โ |
| #5,577 | n00bcodr/Jellyfin-Enhanced | JavaScript | โ 2K | Compare โ |
| #5,581 | msoedov/agentic_security This Project | Python | โ 2K | |
| #5,582 | oracle/graaljs | C++ | โ 2K | Compare โ |
| #5,582 | Shopify/ruby-lsp | Ruby | โ 2K | Compare โ |
| #5,584 | matthiasmullie/minify | PHP | โ 2K | Compare โ |
| #5,585 | TeamNewPipe/NewPipeExtractor | Java | โ 2K | Compare โ |
| #5,585 | reactive/data-client | TypeScript | โ 2K | Compare โ |
Frequently Asked Questions
What does agentic_security do? +
Agentic LLM Vulnerability Scanner / AI red teaming kit ๐งช
Is agentic_security actively maintained in 2026? +
Yes, agentic_security is actively maintained. The latest code push was recorded on Nov 13, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 2,044 stars and 20 open issues.
What language is agentic_security written in? +
The primary language is Python. Topics include: agent-framework, agent-security, ai-red-team, llm-evaluation, llm-evaluation-framework.
How many stars does agentic_security have? +
agentic_security has 2,044 stars and 307 forks on GitHub.
How does agentic_security rank among GitHub repositories? +
With 2,044 stars, msoedov/agentic_security is ranked #5,581 globally across all repositories tracked on GitHubRepo and #812 among Python projects.
What license is agentic_security distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
