---
title: "stepshield vs awesome-ai-agents-security"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/glo26-stepshield-vs-projectrecon-awesome-ai-agents-security"
tools: ["glo26-stepshield", "projectrecon-awesome-ai-agents-security"]
---

# stepshield vs awesome-ai-agents-security

*GraphCanon updated Sep 20, 2026*

## Verdict

Pick stepshield if stepShield aids in evaluating temporal guardrail effectiveness on AI agents through step-level annotations, ideal for ensuring security over time; pick awesome-ai-agents-security if awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection.

[stepshield](https://huggingface.co/datasets/glo26/stepshield) reports 76 GitHub stars, 17 forks, and 18 open issues, last pushed Sep 5, 2026. [awesome-ai-agents-security](https://github.com/ProjectRecon/awesome-ai-agents-security) has 71 stars, 95 forks, and 85 open issues, last pushed Jun 12, 2026. Figures are from public GitHub metadata via [stepshield's repository](https://github.com/glo26/stepshield) and [awesome-ai-agents-security's repository](https://github.com/ProjectRecon/awesome-ai-agents-security).

| | [stepshield](/tools/glo26-stepshield.md) | [awesome-ai-agents-security](/tools/projectrecon-awesome-ai-agents-security.md) |
| --- | --- | --- |
| Tagline | Temporal evaluation benchmark for AI agent guardrails | A curated list of open-source tools and resources for securing autonomous AI agents. |
| Stars | 76 | 71 |
| Forks | 17 | 95 |
| Open issues | 18 | 85 |
| Language | Python | - |
| Adopt for | StepShield aids in evaluating temporal guardrail effectiveness on AI agents through step-level annotations, ideal for ensuring security over time. | awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection. |
| Persona | - | - |
| Runtime | - | - |
| License | Other | Other |
| Categories | AI Agents, Evaluation & Observability | AI Agents, Evaluation & Observability |

## Trust and health

_Sourced signals - not a safety guarantee. No winner column._

| | [stepshield](/tools/glo26-stepshield.md) | [awesome-ai-agents-security](/tools/projectrecon-awesome-ai-agents-security.md) |
| --- | --- | --- |
| Maintenance | Active (82%) | Slowing (36%) |
| Days since push | 7d | 92d |
| Open issues (now) | 18 | 85 |
| Stars delta | -1 (30d) | +12 (30d) |
| Open issues delta | +2 (30d) | +24 (30d) |
| Owner type | User | Organization |
| Full report | [trust report](/tools/glo26-stepshield/trust.md) | [trust report](/tools/projectrecon-awesome-ai-agents-security/trust.md) |

## Decision facts: stepshield

- **Adopt for:** StepShield aids in evaluating temporal guardrail effectiveness on AI agents through step-level annotations, ideal for ensuring security over time.

## Decision facts: awesome-ai-agents-security

- **Adopt for:** awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection.

## Choose when

### Choose stepshield if…

- Tags unique to stepshield: agent-security, ai-safety, benchmark, dataset.
- When you need to measure the timing of interventions rather than just if they occur
- More GitHub stars (76 vs 71) - visibility, not fit.

### Choose awesome-ai-agents-security if…

- Tags unique to awesome-ai-agents-security: ai-agents, ai-security, autonomous-agents, awesome-list.
- When needing a comprehensive overview of open-source tools for securing autonomous AI agents across different phases such as red teaming and runtime protection

## When NOT to use stepshield

- If your project does not require temporal analysis of guardrail performance
- When you seek real-time intervention and do not need pre-defined trajectory datasets

## When NOT to use awesome-ai-agents-security

- When you require real-time threat intelligence feeds, which are not provided by this repository's static resource lists
- For organizations focusing on proprietary tools and resources that prefer not to use open-source solutions for their AI agents' security lifecycle management

## Common questions

### What is the difference between stepshield and awesome-ai-agents-security?

stepshield: Temporal evaluation benchmark for AI agent guardrails. awesome-ai-agents-security: A curated list of open-source tools and resources for securing autonomous AI agents.. See the comparison table for live GitHub stats and shared categories.

### When should I choose stepshield over awesome-ai-agents-security?

Choose stepshield over awesome-ai-agents-security when Tags unique to stepshield: agent-security, ai-safety, benchmark, dataset; When you need to measure the timing of interventions rather than just if they occur; More GitHub stars (76 vs 71) - visibility, not fit.

### When should I choose awesome-ai-agents-security over stepshield?

Choose awesome-ai-agents-security over stepshield when Tags unique to awesome-ai-agents-security: ai-agents, ai-security, autonomous-agents, awesome-list; When needing a comprehensive overview of open-source tools for securing autonomous AI agents across different phases such as red teaming and runtime protection.

### When should I avoid stepshield?

If your project does not require temporal analysis of guardrail performance When you seek real-time intervention and do not need pre-defined trajectory datasets

### When should I avoid awesome-ai-agents-security?

When you require real-time threat intelligence feeds, which are not provided by this repository's static resource lists For organizations focusing on proprietary tools and resources that prefer not to use open-source solutions for their AI agents' security lifecycle management

### Is stepshield or awesome-ai-agents-security more popular on GitHub?

stepshield has more GitHub stars (76 vs 71). Stars measure visibility, not whether either tool fits your constraints.

### Are stepshield and awesome-ai-agents-security open source?

Yes - both are open-source projects on GitHub (stepshield: Other, awesome-ai-agents-security: Other).

### Where can I find alternatives to stepshield or awesome-ai-agents-security?

GraphCanon lists graph-backed alternatives at [stepshield alternatives](/tools/glo26-stepshield/alternatives) and [awesome-ai-agents-security alternatives](/tools/projectrecon-awesome-ai-agents-security/alternatives) ([stepshield markdown twin](/tools/glo26-stepshield/alternatives.md), [awesome-ai-agents-security markdown twin](/tools/projectrecon-awesome-ai-agents-security/alternatives.md)), ranked by typed relationship edges rather than popularity votes.

### Is there a machine-readable version of this comparison?

Yes. The markdown twin at [this comparison](/compare/glo26-stepshield-vs-projectrecon-awesome-ai-agents-security.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

### Which is better maintained, stepshield or awesome-ai-agents-security?

stepshield: Active. awesome-ai-agents-security: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

### Where are the full trust reports for stepshield and awesome-ai-agents-security?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [stepshield trust report](/tools/glo26-stepshield/trust); [awesome-ai-agents-security trust report](/tools/projectrecon-awesome-ai-agents-security/trust).

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=glo26-stepshield`](/api/graphcanon/graph?tool=glo26-stepshield)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_