AgentIndex icon
AgentIndex
AgentHound logo
AgentHound
★ 452
vs
agentshield logo
agentshield
★ 21

AgentHound vs agentshield

AgentHound: AgentHound is an open-source offensive security framework designed to assess the security posture of AI agent infrastructure. It performs reconnaissance, fingerprinting, credential looting, and active exploitation across various layers of the agentic stack, mapping attack paths into a Neo4j graph for comprehensive analysis.; agentshield: AgentShield is an offline, high-performance Rust security engine designed to detect risky behaviors in AI agent extensions and MCP servers before deployment. It identifies vulnerabilities like command injection, credential exfiltration, and prompt injection across various AI frameworks.

01

TL;DR

AgentHound logo
AgentHoundSecurity & Safety · ★ 452

Performing red team engagements against AI systems.

Read AgentHound full review →
agentshield logo
agentshieldSecurity & Safety · ★ 21

Scan AI agent extensions and tool repositories (e.g., for Claude Desktop, OpenAI Agents SDK) before deployment or integration.

Read agentshield full review →
02

Side-by-Side Comparison

Field
AgentHound logoAgentHound
agentshield logoagentshield
Category
Security & Safety
Security & Safety
Stars
★ 452
★ 21
License
Apache-2.0
NOASSERTION
Install Command
curl -sSfL https://raw.githubusercontent.com/adithyan-ak/agenthound/main/docker/docker-compose.public.yml | docker compose -f - -p agenthound up -d --wait && curl -sSfL https://raw.githubusercontent.com/adithyan-ak/agenthound/main/install.sh | sh
curl -fsSL https://aiconnai.github.io/agentshield/install.sh | sh
Updated
2d ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Offensive Security, AI Agent Security, Red Teaming
AI Agent Security, Static Application Security Testing (SAST), Runtime Protection
03

Features

AgentHound logoAgentHound
01Full-spectrum attack surface analysis for AI agent infrastructure.
02Credential inventory and correlation across gateways and services.
03Modelfile, system-prompt, and fine-tune inventory and analysis.
04Model inversion to extract training-data residue.
05Active exploitation modules for tool/instruction poisoning and configuration implants.
agentshield logoagentshield
01Unified scanning across seven AI agent frameworks (MCP, OpenClaw, Hermes Agent, CrewAI, LangChain/LangGraph, GPT Actions, Cursor Rules).
02Deep interprocedural taint analysis for Python and TypeScript to track untrusted inputs.
03Automated remediation for unsafe deserializers and unpinned dependencies via CLI and VS Code extension.
04Real-time runtime guard inspecting tool calls in MCP streams to redact leaked secrets.
05Supports various output formats including console, JSON, SARIF for GitHub Code Scanning, and standalone HTML reports.
04

Use Cases

AgentHound logoAgentHound
↳Performing red team engagements against AI systems.
↳Identifying and mapping attack paths in AI agent infrastructure.
↳Assessing the security posture and blast radius of AI deployments.
↳Auditing agent configuration, prompts, and tool access for vulnerabilities.
agentshield logoagentshield
↳Scan AI agent extensions and tool repositories (e.g., for Claude Desktop, OpenAI Agents SDK) before deployment or integration.
↳Integrate into CI/CD pipelines as a GitHub Action for automated security scanning on push/pull requests.
↳Enhance local development with VS Code extension for inline security diagnostics and quick-fixes.
↳Enforce custom security policies using declarative YAML rules to detect organization-specific risks.
05

Best For

AgentHound logoAgentHound
Hidden Gem
agentshield logoagentshield
—
FAQ

FAQ

What is the difference between AgentHound and agentshield?
Both AgentHound and agentshield are in the Security & Safety category. AgentHound has 452 stars, while agentshield has 21 stars.
Which is better, AgentHound or agentshield?
The best choice depends on your use case. Choose AgentHound if Performing red team engagements against AI systems., and agentshield if Scan AI agent extensions and tool repositories (e.g., for Claude Desktop, OpenAI Agents SDK) before deployment or integration..
Is AgentHound free or open source?
Yes, AgentHound is open source on GitHub (Apache-2.0).
Is agentshield free or open source?
Yes, agentshield is open source on GitHub (NOASSERTION).
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