
Overall Score
16
Top 50%
of AI companies
Koi is a tool that provides comprehensive risk analysis for browser extension security. It explores the code of browser extensions to identi
Koi is a tool that provides comprehensive risk analysis for browser extension security. It explores the code of browser extensions to identify hidden behavioral patterns, supply-chain vulnerabilities, and broader security implications beyond permissions. The AI-driven platform operates on a preventi...

Overall Score
16
Top 50%
of AI companies
Overall Score
16
GitHub Stars
—
Monthly Visits
75K
Community Saves
7K
Koi is a tool that provides comprehensive risk analysis for browser extension security. It explores the code of browser extensions to identify hidden behavioral patterns, supply-chain vulnerabilities, and broader security implications beyond permissions. The AI-driven platform operates on a preventi...
Latest detected signals across traffic, developer activity and community mentions.
Indexed by indexator.ai
Launched on Product Hunt
| Keyword | Volume / Mo | CPC |
|---|---|---|
| koi | 72,950 | $0.67 |
| koi security | 1,490 | $4.00 |
| koi ai | 310 | — |
| koi endpoint security | 310 | — |
| koi blog | 250 | — |
Koi is a tool that provides comprehensive risk analysis for browser extension security. It explores the code of browser extensions to identify hidden behavioral patterns, supply-chain vulnerabilities, and broader security implications beyond permissions. The AI-driven platform operates on a preventi...
Get notified when score, traffic, GitHub or community signals change.
Latest detected signals across traffic, developer activity and community mentions.
Indexed by indexator.ai
Launched on Product Hunt
Six signals, each 0–100, blended into the overall by their listed weight.
Generated from public signals and search intent.
Each dimension is weighted (traffic 20% · community 25% · growth 15% · momentum 15% · innovation 10%) and combined into the overall.
| Keyword | Volume / Mo | CPC |
|---|---|---|
| koi | 72,950 | $0.67 |
| koi security | 1,490 | $4.00 |
| koi ai | 310 | — |
| koi endpoint security | 310 | — |
| koi blog | 250 | — |
6.9K
Rating
—
Views
—
Category
AI security
Pros · 32
Cons · 9
Rating distribution
Release history · 1+
Initial release of Koi.
Q&A · 22
Koi is a comprehensive risk analysis tool specializing in browser extension security. It utilizes AI to explore, analyze, and understand the code of browser extensions, aiming to identify behavioral patterns, supply-chain vulnerabilities, and security implications beyond the permission sets.
Key features of Koi include the 'Wings' LLM-first risk engine, proactive scanning of software marketplaces, app stores, and registries, analysis of actual code behind software, comparison between declared and actual software functionality, risk scoring, and facilitating data-driven decisions by providing extensive data about the software under inspection.
'Wings' is Koi's LLM-first risk engine feature. It reads the code of non-binary software on the endpoint, providing information on what the software was actually programmed to do. It proactively scans marketplaces, app stores, and registries for new software, assesses the publisher based on their online presence and cross-marketplace reputation, compares the actual software with its declared functionality and assigns a risk score based on detected indicators.
Security professionals, IT, GRC (Governance, Risk and Compliance), and SOC (Security Operations Centre) teams can benefit from using Koi. These teams often require critical risk data in their operations and Koi's extensive data about the software contributes key information for decision-making on endpoint security.
Koi's preventive policy module minimizes marketplace risks by tracking, governing, and enabling software installs across all endpoints. It aids in the discovery and governance of all software, both binary and non-binary.
Alternatives — peer set
AI Firewall & LLM Proxy — PII Redaction, Smart Routing, Budget Enforcement
Secure generative AI without compromising data
Secure your AI models from risks and attacks.
The most comprehensive AI security platform.
Stop AI agents from going rogue with real-time monitoring.
Check OpenClaw AI skills for security vulnerabilities.
How do you feel about this company?
Your vote helps improve ranking signals.
Badge
A lightweight SVG badge showing the score.
<a href="https://indexator.ai/companies/koi" target="_blank" rel="noopener">
<img src="https://indexator.ai/api/embed/badge/koi" alt="Koi Score on Indexator.ai" width="200" height="60" />
</a>Score Card
An embeddable card with score breakdown.
<iframe src="https://indexator.ai/api/embed/card/koi" width="300" height="200" frameborder="0" style="border:none;border-radius:8px"></iframe>Category Leaderboard
Top 10 in Developer Tools.
<iframe src="https://indexator.ai/api/embed/leaderboard?category=Developer%20Tools" width="300" height="400" frameborder="0" style="border:none;border-radius:8px"></iframe>