About
Deception-Based Security for AI Systems
AgentDefenders builds security tools for the AI-native era. We plant fake credentials and decoy tools inside your infrastructure. The moment an attacker finds and uses one, you know instantly.
How It Works
Scan
Scan your MCP configuration for supply chain attacks. The MCP Scanner analyzes every server and tool for prompt injection, credential exposure, and rug pull risks.
Detect
Fake credentials and decoy MCP tools alert when accessed by attackers. Deception-based: alarms only fire on actual unauthorized access.
Alert
Get notified instantly via email, Slack, or webhook. The dashboard captures attacker data enriched with GeoIP and threat context.
We build for the assumption that your environment will be compromised. The only question is whether you find out in seconds or weeks.
Who It's For
Developers and Engineers
Building with AI agents and MCP servers
- >Run npx @agentdefenders/mcp-scan to find vulnerabilities in your MCP setup
- >Deploy Infra Shield Alarms to catch unauthorized access to credentials
- >Add Supply Shield to your CI/CD in 4 lines of YAML
- >Use the MCP Server to manage alarms programmatically
Security Teams
Protecting AI infrastructure at scale
- >Deploy alarm packages across projects with one click
- >Monitor all agents and alarms from a unified dashboard
- >Get alerts via Slack, Telegram, webhook, or email
- >Capture attacker data: IP, geo, user agent, full request payload
Business Leaders
Making the security investment decision
- >Free tier covers essential protection. No credit card required.
- >Infra Shield Pro at $29/month. Team at $99/month. Simple pricing.
- >Deception-based alerts reduce noise from signature-based false alarms
- >Compliance-ready: EU data residency, encryption at rest, audit logs
How We Compare
Different tools solve different problems. Here is where AgentDefenders fits.
We complement scanning and gateway tools with deception-based detection.
| Capability | AgentDefenders | Thinkst Canary | Snyk / SCA | MCP Gateways |
|---|---|---|---|---|
| AI-native canary tokensFake MCP tools, LLM API keys, and prompt-capturing credentials designed for AI agent environments | Y | — | — | — |
| MCP vulnerability scanningStatic analysis of MCP server configs for prompt injection, tool poisoning, and supply chain risks | Y | — | Y | — |
| CI/CD supply chain detectionSupply Shield plants canary tokens in build environments to detect compromised dependencies | Y | — | — | — |
| Traditional canary tokensFake AWS keys, SSH keys, database credentials, .env files, network port monitors | Y | Y | — | — |
| MCP gateway / authCentralized auth, rate limiting, and policy enforcement for MCP tool access | — | — | — | Y |
| SBOM / dependency scanningSoftware composition analysis for known CVEs in dependencies | — | — | Y | — |
| Runtime agent monitoringLive monitoring of agent file access, network probes, and credential usage | Y | — | — | Y |
| Free tier availableAgentDefenders: 3 free alarms + unlimited MCP scans. Thinkst starts at $5k/year. | Y | — | Y | Y |
| Self-service setupDeploy in under 60 seconds. No sales calls, no enterprise contract required. | Y | — | Y | Y |
Hover over any row for details. Thinkst Canary starts at $5k/year (2 canaries minimum). MCP Gateways include Peta Core, Traefik Hub, and similar.
The Team
AgentDefenders was founded in 2025 with a single conviction: AI security cannot be bolted on after the fact. It must be built into the infrastructure from day one.
Our team combines experience in cloud infrastructure security, offensive security research, and threat detection engineering. We build tools that assume breach and detect attackers through deception, not signatures.
Security contact: security@agentdefenders.ai
Get Started
Deploy your first Infra Shield Alarm in under 60 seconds. Free plan includes 3 alarms and the MCP Scanner.
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