AgentIndex icon
AgentIndex
agentshield logo
agentshield
★ 21
vs
ADR logo
ADR
★ 2.1k

agentshield vs ADR

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.; ADR: ADR (Agentic Detection and Response) is an open-source framework designed to secure AI agents utilizing the Model Context Protocol (MCP). It comprises an ADR Sensor for telemetry collection and an ADR Detector, which serves as a dual-agent benchmark and detection system.

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 →
ADR logo
ADRSecurity & Safety · ★ 2.1k
When to choose:
  • You research detection for MCP-based agents and want to reproduce the MLSys 2026 ADR paper.
  • You want a benchmark: ADR-Bench has 133 MCP servers and 303 tasks with baselines.
  • You want to collect telemetry from Claude Code, Cursor and Codex into one schema with the sensor.
When to skip:
  • You want a packaged product to deploy: this is research code for a paper.
  • You want the ADR Explorer red-teaming engine: the README says it is not included.
  • You cannot pay for Anthropic and OpenAI API calls: the default detector needs both.
Read ADR full review →
02

Side-by-Side Comparison

Field
agentshield logoagentshield
ADR logoADR
Category
Security & Safety
Security & Safety
Stars
★ 21
★ 2.1k
License
NOASSERTION
Apache-2.0
Install Command
curl -fsSL https://aiconnai.github.io/agentshield/install.sh | sh
git clone https://github.com/uber/ADR && cd ADR/Detection && uv sync
Updated
1w ago
4d 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, Telemetry, Detection System
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.
ADR logoADR
01ADR Sensor for collecting and normalizing agent telemetry.
02ADR Detector, a dual-agent detection system with 133 MCP servers and 303 benchmark tasks.
03Support for the Model Context Protocol (MCP) for securing AI agents.
04Provides a step-by-step workflow to reproduce benchmark detection and paper figures.
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.
ADR logoADR
↳Securing AI agents that use the Model Context Protocol (MCP).
↳Benchmarking and evaluating the security performance of agentic AI systems.
↳Collecting and analyzing telemetry data from various AI agent platforms.
↳Red-teaming and defensive security research for agentic AI.
05

Best For

agentshield logoagentshield
—
ADR logoADR
Trending
FAQ

FAQ

What is the difference between agentshield and ADR?
Both agentshield and ADR are in the Security & Safety category. agentshield has 21 stars, while ADR has 2.1k stars.
Which is better, agentshield or ADR?
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 ADR if Securing AI agents that use the Model Context Protocol (MCP)..
Is agentshield free or open source?
Yes, agentshield is open source on GitHub (NOASSERTION).
Is ADR free or open source?
Yes, ADR is open source on GitHub (Apache-2.0).
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