Best AI Agent Skills for Agent Security in 2026

Security tools for AI agents — scan dangerous Skills/MCP configs, detect prompt injection, audit tool permissions, and harden agent supply chains.

🔍 Browse 30 agent security tools ⭐ 19.2k total stars 🔄 Refreshed every 8h
Quick Pick — If you only pick one, go with agentseal ★ 231 — Security toolkit for AI agents. Scan your machine for dangerous skills and MCP c

The Complete Guide to Agent Security Tools (2026)

What Are Agent Security Tools?

Agent Security tools are AI-powered software designed to help developers and teams tackle agent security-related tasks more efficiently. These tools are typically published as open-source projects on GitHub and can be integrated into existing workflows via MCP (Model Context Protocol), Claude Skills, or standalone agent frameworks. On Agent Skills Hub, we index 30 quality-scored agent security tools across languages including Python, TypeScript, Go.

Why Use Agent Security Tools?

In 2026, the AI agent ecosystem is maturing rapidly. Agent Security tools can significantly boost development efficiency by automating repetitive tasks, reducing human error, and providing intelligent suggestions. The top 3 tools — agentseal, agentseal, shellward — have earned an average of 641 GitHub stars, reflecting strong community validation. 25 of the listed tools come with clear open-source licenses, ensuring freedom to use and modify.

How to Choose the Best Agent Security Tool?

When choosing a agent security tool, consider these factors: 1) Community activity — GitHub stars and recent commit frequency indicate reliability; 2) Integration method — check if it supports MCP, Claude, or your preferred agent framework; 3) Language compatibility — the most common language in this list is Python; 4) Quality score — Agent Skills Hub's composite score evaluates code quality, documentation completeness, and maintenance activity. Our recommendation: start with agentseal — it ranks highest in both star count and quality score.

Top 30 Agent Security Tools

1 agentseal by getagentseal
★ 231 Python MCP Server

Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP servers for tool poisoning.

View Details → GitHub →
2 agentseal by AgentSeal
★ 156 Python MCP Server

Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP servers for tool poisoning.

View Details → GitHub →
3 shellward by jnMetaCode
★ 60 TypeScript MCP Server

AI Agent Security Middleware — 8-layer defense, DLP data flow, prompt injection detection, zero dependencies. SDK + MCP server for Claude Code, Cursor, LangChain, Hermes Agent & more.

View Details → GitHub →
4 secure-claude-code by efij
★ 88 Python MCP Server

Security guardrails for Claude Code, MCP tools, and Claude cowork workflows. Local-first modular YARA-style guard packs for secrets, exfiltration, prompt injection, MCP abuse, and risky agent actions.

View Details → GitHub →
5 agent-threat-rules by Agent-Threat-Rule
★ 97 TypeScript MCP Server

Open detection standard for AI agent threats. Like Sigma, but for prompt injection, tool poisoning, and MCP attacks. Community-driven -- contributions welcome.

View Details → GitHub →
6 pipelock by luckyPipewrench
★ 342 Go MCP Server

Firewall for AI agents. DLP scanning, SSRF protection, bidirectional MCP scanning, tool poisoning detection, and prompt injection blocking.

View Details → GitHub →
7 agent-security-scanner-mcp by sinewaveai
★ 100 JavaScript MCP Server

Security scanner MCP server for AI coding agents. Prompt injection firewall, package hallucination detection (4.3M+ packages), 1000+ vulnerability rules with AST & taint analysis, auto-fix.

View Details → GitHub →
8 defender by StackOneHQ
★ 97 TypeScript MCP Server

Open source prompt injection protection for Agents calling tools (via MCP, CLI or direct function calling). Detect and defend against prompt injection attacks. 22MB, CPU-only, < 10ms latency.

View Details → GitHub →
9 MCP-Dandan by 82ch
★ 58 Python MCP Server

MCP Security Solution for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection

View Details → GitHub →
10 slowmist-agent-security by slowmist
★ 450 Agent Tool

SlowMist Agent Security Skill: A comprehensive security review framework for AI agents operating in adversarial environments. Core principle: Every external input is untrusted until verified.

Quick Start: Option 1: Direct Download Download the latest release and extract to your OpenClaw workspace: Option 2: ClawHub (when available)
```bash
cd ~/.openclaw/workspace/skills
git clone https://github.com/slowmist/slowmist-agent-security.git
```
View Details → GitHub →
11 nono by always-further
★ 2.2k Rust MCP Server

nono - a capability-based, multiplexing sandbox tool, built for developers - lift'n'shift seamless path to prod. Run agents securely without needing any additional infra, zero setup, zero latency.

View Details → GitHub →
12 compliant-llm by fiddlecube
★ 158 Python MCP Server

Build Secure and Compliant AI agents and MCP Servers. YC W23

View Details → GitHub →
13 prompt-guard by seojoonkim
★ 145 Python Codex Skill

Advanced prompt injection defense system for AI agents. Multi-language detection, severity scoring, and security auditing.

View Details → GitHub →
14 agent-audit by HeadyZhang
★ 138 Python MCP Server

Static security scanner for LLM agents — prompt injection, MCP config auditing, taint analysis. 49 rules mapped to OWASP Agentic Top 10 (2026). Works with LangChain, CrewAI, AutoGen.

View Details → GitHub →
15 clawshield-public by SleuthCo
★ 111 Go Agent Tool

Security proxy for AI agents. Scans every message for prompt injection, PII, and secrets. Defense-in-depth: Go proxy + iptables firewall + eBPF kernel monitor. YAML policy engine, audit logging, 5 AI agents with RAG knowledge bases.

View Details → GitHub →
16 ClawdSecbot by secnova-ai
★ 81 Go Codex Skill

ClawdSecbot is a professional AI Bot security protection solution, providing security capabilities including real-time threat detection, prompt injection protection, and security auditing to comprehensively protect your AI applications. ClawdSecbot 是一款专业的 AI Bot 安全防护解决方案,提供实时威胁检测、提示词注入防护、安全审计等安全能力,全方位保护您的 AI 应用安全。

View Details → GitHub →
17 LLMSecurityGuide by requie
★ 61 Agent Tool

A comprehensive reference for securing Large Language Models (LLMs). Covers OWASP GenAI Top-10 risks, prompt injection, adversarial attacks, real-world incidents, and practical defenses. Includes catalogs of red-teaming tools, guardrails, and mitigation strategies to help developers, researchers, and security teams deploy AI responsibly.

View Details → GitHub →
18 toolhive by stacklok
★ 1.8k Go MCP Server

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

View Details → GitHub →
19 ThinkWatch by ThinkWatchProject
★ 838 Rust MCP Server

Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.

View Details → GitHub →
20 mcp-for-security by cyproxio
★ 598 TypeScript MCP Server

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.

View Details → GitHub →
21 medusa by Pantheon-Security
★ 458 Python MCP Server

AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo

View Details → GitHub →
22 mcp-gateway by lasso-security
★ 352 Python MCP Server

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

View Details → GitHub →
23 mcp-audit by apisec-inc
★ 149 Python MCP Server

See what your AI agents can access. Scan MCP configs for exposed secrets, shadow APIs, and AI models. Generate AI-BOMs for compliance.

View Details → GitHub →
24 claudit-sec by HarmonicSecurity
★ 107 PowerShell MCP Server

Security audit tool for Claude Desktop and Claude Code on macOS — single-command visibility into MCP servers, extensions, plugins, connectors, scheduled tasks, and permissions.

View Details → GitHub →
25 ClawGuard by Gk0Wk
★ 93 TypeScript Codex Skill

The antivirus for OpenClaw — approve dangerous actions, scan skills, block secret leaks, and keep humans in control, for safety.

View Details → GitHub →
26 superagent by superagent-ai
★ 6.5k TypeScript LLM Plugin

Superagent protects your AI applications against prompt injections, data leaks, and harmful outputs. Embed safety directly into your app and prove compliance to your customers.

View Details → GitHub →
27 rampart by peg
★ 68 Go MCP Server

Open-source firewall for AI agents. Policy engine that audits and controls what OpenClaw, Claude Code, Cursor, Codex, and any AI tool can do on your machine.

View Details → GitHub →
28 claude-bug-bounty by shuvonsec
★ 2.1k Python Agent Tool

AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.

View Details → GitHub →
29 mcp-scanner by cisco-ai-defense
★ 923 Python MCP Server

Scan MCP servers for potential threats & security findings.

View Details → GitHub →
30 agentshield by affaan-m
★ 628 TypeScript MCP Server

AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️

View Details → GitHub →

Comparison

Tool Stars Language License Score
agentseal ★ 231 Python 41
agentseal ★ 156 Python 40
shellward ★ 60 TypeScript Apache-2.0 50
secure-claude-code ★ 88 Python MIT 43
agent-threat-rules ★ 97 TypeScript MIT 38
pipelock ★ 342 Go Apache-2.0 42
agent-security-scanner-mcp ★ 100 JavaScript MIT 38
defender ★ 97 TypeScript Apache-2.0 36
MCP-Dandan ★ 58 Python MIT 33
slowmist-agent-security ★ 450 MIT 50
nono ★ 2.2k Rust Apache-2.0 41
compliant-llm ★ 158 Python MIT 28
prompt-guard ★ 145 Python MIT 47
agent-audit ★ 138 Python MIT 43
clawshield-public ★ 111 Go Apache-2.0 44
ClawdSecbot ★ 81 Go GPL-3.0 41
LLMSecurityGuide ★ 61 40
toolhive ★ 1.8k Go Apache-2.0 46
ThinkWatch ★ 838 Rust 47
mcp-for-security ★ 598 TypeScript MIT 44
medusa ★ 458 Python AGPL-3.0 43
mcp-gateway ★ 352 Python MIT 39
mcp-audit ★ 149 Python MIT 41
claudit-sec ★ 107 PowerShell Apache-2.0 39
ClawGuard ★ 93 TypeScript 32
superagent ★ 6.5k TypeScript MIT 46
rampart ★ 68 Go Apache-2.0 35
claude-bug-bounty ★ 2.1k Python MIT 50
mcp-scanner ★ 923 Python Apache-2.0 49
agentshield ★ 628 TypeScript MIT 53

Related Categories

Frequently Asked Questions

What are the best agent security tools in 2026?

The top agent security tools in 2026 are agentseal, agentseal, shellward. Agent Skills Hub ranks 30 options by GitHub stars, quality score (6 dimensions including completeness, examples, and agent readiness), and recent activity. The list is rebuilt every 8 hours from live GitHub data.

How do I choose between agentseal and agentseal?

agentseal (231 stars) is the most adopted choice for general agent security workflows, written in Python. agentseal (156 stars) is a strong alternative. Pick by your existing stack: match the language and runtime your team already uses to minimize integration cost. If unsure, start with agentseal — it has the deepest community and the most examples online.

When should I NOT use an agent security tool?

Avoid pre-built agent security tools when (1) your use case requires deep customization that the tool's plugin system doesn't support, (2) you have strict compliance requirements that ban third-party dependencies, (3) the tool's maintenance is inactive (last commit >6 months ago), or (4) your data volume is small enough that a 50-line custom script is cheaper than learning the tool. For most production workflows above 100 requests/day, the time savings from a maintained tool outweigh the customization loss.

What's the difference between agent security and ci/cd & devops?

Agent Security focuses specifically on security tools for ai agents — scan dangerous skills/mcp configs, detect prompt injection, audit tool permissions, and harden agent supply chains. CI/CD & DevOps is a related but distinct category — see https://agentskillshub.top/best/ci-cd/ for those tools. The two often appear in the same agent pipeline but solve different problems: choose agent security when your primary goal is the specific task, and ci/cd & devops when the workflow is broader.

Is agentseal better than building it yourself?

For most teams, yes. agentseal has 231 stars worth of community testing, handles edge cases you haven't thought of, and ships with documentation. Build your own only when (1) your requirements are deeply non-standard, (2) you have a security/compliance reason to avoid OSS dependencies, or (3) the maintenance burden is small enough (<200 lines of code) that you'll save time long-term. The break-even point is usually around 2-3 weeks of dev time saved.

Are these agent security tools free to use?

Most agent security tools listed are open source under permissive licenses (MIT, Apache 2.0). A handful offer paid managed/cloud versions on top of free self-hosted core. Always check the LICENSE file on each tool's GitHub repository before commercial use — some use AGPL or non-commercial restrictions that may not fit your deployment model.

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