OpenAnt from Knostic is the leading open source LLM-based vulnerability discovery product, helping defenders proactively find verified security flaws while minimizing both false positives and false negatives. Stage 1 detects. Stage 2 attacks. What survives is real.
⚡ Executive Summary & Quick Facts
Authoritative SourceOpenAnt is OpenAnt is an open-source project written in Python: OpenAnt from Knostic is the leading open source LLM-based vulnerability discovery product, helping defenders proactively find verified security flaws while minimizing both false positives and false negatives. Stage 1 detects. Stage 2 attacks. What survives is real..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), knostic/OpenAnt has accumulated 778 GitHub stars and 119 forks. It is written in Python, licensed under Apache-2.0, and ranks #8,375 globally. It is actively maintained with the latest commit recorded on Oct 18, 2026.”
| Repository | knostic/OpenAnt ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 778 stars · ⑂ 119 forks · #8,375 globally |
| Maintenance | ● Active (Last commit: Oct 18, 2026) · 59 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: 93/100 · Grade A+Yes, OpenAnt is actively maintained. Continuous telemetry recorded the last code commit on Oct 18, 2026 (11 days ago). Supported by 778 stars and 119 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+19
STARS · LAST 30 DAYS
1
PER DAY
#1,171
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +19 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
OpenAnt gained 19 stars in the last 30 days, about 1 a day, and now has 778. It is about 1 year old and has averaged roughly 778 stars a year. It ranks #1,171 among Python repositories and #8,375 across all languages on GitHubRepo.
Trending Record
10
DAYS ON TRENDING
#8749
BEST RANK
Oct 19, 2026
FIRST APPEARANCE
Active
STATUS TODAY
OpenAnt has maintained a continuous presence across global trending indexes, peaking at #8749. Below is the 30-day activity profile:
💡 Overview
OpenAnt is an open-source project written in Python: OpenAnt from Knostic is the leading open source LLM-based vulnerability discovery product, helping defenders proactively find verified security flaws while minimizing both false positives and false negatives. Stage 1 detects. Stage 2 attacks. What survives is real.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, cyber, cybersecurity. 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 OpenAnt⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
OpenAnt 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 OpenAnt.
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 OpenAnt using your package manager: `pip install OpenAnt`
Initialize your project workspace or configuration file for OpenAnt.
Import OpenAnt into your codebase or invoke it directly from your terminal.
Execute your test suite or run `OpenAnt --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
knostic/OpenAnt is currently ranked #8,375 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #8,370 | gre/gl-transition-libs | JavaScript | ★ 779 | Compare ↗ |
| #8,370 | ShokoAnime/ShokoServer | C# | ★ 779 | Compare ↗ |
| #8,370 | buildfarm/buildfarm | Java | ★ 779 | Compare ↗ |
| #8,370 | awslabs/soci-snapshotter | Go | ★ 779 | Compare ↗ |
| #8,370 | abhinav/git-spice | Go | ★ 779 | Compare ↗ |
| #8,375 | knostic/OpenAnt This Project | Python | ★ 778 | |
| #8,375 | thinca/vim-quickrun | Vim Script | ★ 778 | Compare ↗ |
| #8,375 | actix/actix-net | Rust | ★ 778 | Compare ↗ |
| #8,375 | Haohao-end/openagent | Python | ★ 778 | Compare ↗ |
| #8,375 | strelov1/freehire | Go | ★ 778 | Compare ↗ |
| #8,380 | uxlfoundation/oneDPL | C++ | ★ 777 | Compare ↗ |
Frequently Asked Questions
What does OpenAnt do? +
OpenAnt from Knostic is the leading open source LLM-based vulnerability discovery product, helping defenders proactively find verified security flaws while minimizing both false positives and false negatives. Stage 1 detects. Stage 2 attacks. What survives is real.
Is OpenAnt actively maintained in 2026? +
Yes, OpenAnt is actively maintained. The latest code push was recorded on Oct 18, 2026 (11 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 778 stars and 59 open issues.
What language is OpenAnt written in? +
The primary language is Python. Topics include: ai, cyber, cybersecurity, sast.
How many stars does OpenAnt have? +
OpenAnt has 778 stars and 119 forks on GitHub.
How does OpenAnt rank among GitHub repositories? +
With 778 stars, knostic/OpenAnt is ranked #8,375 globally across all repositories tracked on GitHubRepo and #1,171 among Python projects.
What license is OpenAnt distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
