AgentIndex icon
AgentIndex
agentshield logo
agentshield
★ 21
vs
pic-standard logo
pic-standard
★ 68

agentshield vs pic-standard

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.; pic-standard: PIC Standard is a lightweight, local-first protocol that forces AI agents to prove every important action before it happens, verifying intent, impact, provenance, and evidence. It acts as an action-bound verification contract that fails closed if any aspect of a high-impact tool call is found to be wrong or unjustified.

01

TL;DR

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 →
pic-standard logo
pic-standardSecurity & Safety · ★ 68

Guarding high-impact actions within AI agent frameworks

Read pic-standard full review →
02

Side-by-Side Comparison

Field
agentshield logoagentshield
pic-standard logopic-standard
Category
Security & Safety
Security & Safety
Stars
★ 21
★ 68
License
NOASSERTION
Apache-2.0
Install Command
curl -fsSL https://aiconnai.github.io/agentshield/install.sh | sh
pip install pic-standard
Updated
1w ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agent Security, Static Application Security Testing (SAST), Runtime Protection
AI Agent Security, Action Gating, Provenance Verification
03

Features

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.
pic-standard logopic-standard
01Pre-execution verification of AI agent actions
02Local-first operation with zero cloud dependency
03Prevents prompt injection and blind tool calls
04Integrates with major AI agent frameworks (LangGraph, MCP, OpenClaw, Cordum)
05Supports deterministic evidence (hash, signature) verification
04

Use Cases

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.
pic-standard logopic-standard
↳Guarding high-impact actions within AI agent frameworks
↳Securing internal tool gateways from unauthorized agent actions
↳Preventing AI hallucinations from leading to real-world damage (e.g., unauthorized wire transfers)
↳Ensuring verifiable provenance and evidence for critical agent decisions
↳Implementing fail-closed action policies for enhanced agent safety
FAQ

FAQ

What is the difference between agentshield and pic-standard?
Both agentshield and pic-standard are in the Security & Safety category. agentshield has 21 stars, while pic-standard has 68 stars.
Which is better, agentshield or pic-standard?
The best choice depends on your use case. Choose agentshield if Scan AI agent extensions and tool repositories (e.g., for Claude Desktop, OpenAI Agents SDK) before deployment or integration., and pic-standard if Guarding high-impact actions within AI agent frameworks.
Is agentshield free or open source?
Yes, agentshield is open source on GitHub (NOASSERTION).
Is pic-standard free or open source?
Yes, pic-standard is open source on GitHub (Apache-2.0).
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