Features, pricing, ratings, and pros and cons, compared head to head.
Agen.co Discover is a commercial agentic ai security tool by Agen.co. CloudMatos Prompt Firewall is a commercial llm guardrails tool by CloudMatos. Compare features, ratings, integrations, and community reviews side by side to find the best agentic ai security fit for your security stack. Independent and vendor-neutral: our scores and rankings are earned, never bought — sponsored placement is always labeled.
Based on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
Security teams deploying multiple LLM models across production workloads need CloudMatos Prompt Firewall to stop prompt injection and data exfiltration at inference time, not after the fact. The tool's zero-trust prompt filtering and real-time jailbreak signature detection address DE.CM and DE.AE functions that most guardrails treat as afterthoughts, while multi-model compatibility means you're not locked into OpenAI. Skip this if your LLM use is experimental or limited to a single vendor's API; the policy enforcement overhead assumes mature, compliance-driven deployments where audit trails matter as much as blocking attacks.
Discovers & inventories all AI agents across IdP, cloud, and endpoints.
Firewall for LLM systems preventing prompt injection, data leaks & jailbreaks
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Common questions about comparing Agen.co Discover vs CloudMatos Prompt Firewall for your agentic ai security needs.
Agen.co Discover: Discovers & inventories all AI agents across IdP, cloud, and endpoints. built by Agen.co. Core capabilities include Continuous AI agent discovery across IdP, cloud, endpoints, and registries, Shadow AI detection, including unapproved and undeclared agents, Agentless, API-based scanning with no endpoint software required..
CloudMatos Prompt Firewall: Firewall for LLM systems preventing prompt injection, data leaks & jailbreaks. built by CloudMatos. Core capabilities include Prompt validation and sanitization, Response scrubbing and data redaction, Real-time threat detection with jailbreak signatures..
Both serve the Agentic AI Security market but differ in approach, feature depth, and target audience.
Agen.co Discover differentiates with Continuous AI agent discovery across IdP, cloud, endpoints, and registries, Shadow AI detection, including unapproved and undeclared agents, Agentless, API-based scanning with no endpoint software required. CloudMatos Prompt Firewall differentiates with Prompt validation and sanitization, Response scrubbing and data redaction, Real-time threat detection with jailbreak signatures.
Agen.co Discover is developed by Agen.co. CloudMatos Prompt Firewall is developed by CloudMatos. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.
Agen.co Discover integrates with Microsoft Entra ID, Okta, Google Workspace, Microsoft Defender for Endpoint, AWS. CloudMatos Prompt Firewall integrates with OpenTelemetry, CloudMatos CNAPP, SIEM/SOC systems, OpenAI, Anthropic and 7 more. Check integration compatibility with your existing security stack before deciding.
Agen.co Discover and CloudMatos Prompt Firewall serve similar Agentic AI Security use cases. Review the feature comparison above to determine which fits your requirements.
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