No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by monocle2ai · Agent Tool · ★ 334
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is monocle safe to install? View the security audit →
Open-source tracing & testing for GenAI apps and agents. A GitHub Star goes a long way. How It Works · Quick Start · Testing · Frameworks · Integra
| Stars | 334 |
| Forks | 57 |
| Language | Python |
| Category | Agent Tool |
| License | Apache-2.0 |
| Quality Score | 67.7704927051313/100 |
| Open Issues | 48 |
| Last Updated | 2026-08-18 |
| Created | 2024-06-15 |
| Platforms | python |
| Est. Tokens | ~17k |
Looking for a monocle alternative? If you're comparing monocle with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
OpenTelemetry Instrumentation for AI Observability
🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating
[GenAI Application Development Framework] 🚀 Build GenAI application quick and easy 💬 Easy to interact with
A set of tools that gives agents powerful capabilities.
Agent samples built using the Strands Agents SDK.
Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market
Explore other popular agent tool tools:
monocle is Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.. It is categorized as a Agent Tool with 334 GitHub stars.
monocle is primarily written in Python. It covers topics such as agentic-ai, generative-ai, linux-foundation.
You can find installation instructions and usage details in the monocle GitHub repository at github.com/monocle2ai/monocle. The project has 334 stars and 57 forks, indicating an active community.
monocle is released under the Apache-2.0 license, making it free to use and modify according to the license terms.
The top alternatives to monocle on Agent Skills Hub include openinference, MassGen, Agently. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.