AgentSeal vs DeepTeam

AgentSeal9.4Visit DeepTeam8.8Visit

Higher score AgentSeal #1 in AI Red Teaming Tools 9.4/10 Free plan Free plan✓ 1 of 2 features Visit AgentSeal

vs

DeepTeam #6 in AI Red Teaming Tools 8.8/10 Open source ✓ 0 of 2 features Visit DeepTeam

• AgentSeal fits best

  Continuous agent and MCP security testing

• DeepTeam fits best

  Framework-mapped open-source red-team workflows

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Side by side

Feature	AgentSeal 9.4/10 Visit ↗	DeepTeam 8.8/10 Visit ↗
At a glance
Editor score	9.4	8.8
Ranking	#1 in AI Red Teaming Tools	#6 in AI Red Teaming Tools
Best for	Continuous agent and MCP security testing	Framework-mapped open-source red-team workflows
Pricing model	Free plan + paid	Free
Starting price	—	Open source
Free plan	✓ (best)	Not checked yet
Free trial	—	—
Deployment	Cloud, Self-hosted	Self-hosted
Support	Email, Community, Docs	Community, Docs
Integrations	12 integrations	15 integrations
Built for	Solo, Small business, Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features AgentSeal 1/2 · DeepTeam 0/2
Custom tests	Not checked yet	Not checked yet
Continuous monitoring	✓ (best)	Not checked yet
Specs
Attack categories	prompt extraction; instruction injection; data exfiltration; MCP tool poisoning; RAG poisoning; multimodal attacks; behavioral genome testing	Not checked yet
Target systems	system prompts; AI agents; HTTP endpoints; MCP servers; RAG pipelines; multimodal AI systems	Not checked yet
Automation level	Continuous	Not checked yet
Deployment	Hybrid	Not checked yet
Report exports	JSON; SARIF 2.1.0; JUnit XML; PDF; GitHub Actions step summary	Not checked yet
Our review
Pros	Broad probes cover prompts, agents, MCP, RAG, and multimodal systems Continuous monitoring with CI/CD outputs in JSON, SARIF, and JUnit Free plan includes audits, monitoring, SDKs, and a trust score breakdown	Covers injection, jailbreaks, leakage, toxicity, and unsafe outputs Maps assessments to OWASP, NIST, and MITRE ATLAS Supports CLI, Python, major AI providers, and CI pipelines
Cons	Full vulnerability assessment and remediation require the Pro plan The Free plan includes community support rather than expanded support options Some advanced reporting and historical tracking are limited to Pro	Self-hosted deployment puts environment setup on your team CLI and Python workflows may suit technical teams better Focused on adversarial and safety testing rather than general monitoring
Our verdict	AgentSeal is an open-source security toolkit for developers, security teams, and organizations building or operating AI agents. It tests system prompts, AI agents, HTTP endpoints, MCP servers, RAG pipelines, and multimodal AI systems… Read the review →	DeepTeam is an open-source Python framework for red-teaming LLM applications, AI agents, RAG pipelines, and chatbots. It is designed for teams that need to simulate adversarial behavior and assess safety vulnerabilities in their own model… Read the review →

Strengths and trade-offs

• AgentSeal — where it wins

  • Broad probes cover prompts, agents, MCP, RAG, and multimodal systems
  • Continuous monitoring with CI/CD outputs in JSON, SARIF, and JUnit
  • Free plan includes audits, monitoring, SDKs, and a trust score breakdown

  Where it doesn't

  • Full vulnerability assessment and remediation require the Pro plan
  • The Free plan includes community support rather than expanded support options
  • Some advanced reporting and historical tracking are limited to Pro

• DeepTeam — where it wins

  • Covers injection, jailbreaks, leakage, toxicity, and unsafe outputs
  • Maps assessments to OWASP, NIST, and MITRE ATLAS
  • Supports CLI, Python, major AI providers, and CI pipelines

  Where it doesn't

  • Self-hosted deployment puts environment setup on your team
  • CLI and Python workflows may suit technical teams better
  • Focused on adversarial and safety testing rather than general monitoring

• AgentSeal9.4/10 · Free plan

  Continuous AI red teaming across agents, MCP, RAG, prompts, and multimodal systems.

  Visit AgentSealFull verdict →
• DeepTeam8.8/10 · Open source

  A framework-mapped, self-hosted toolkit for adversarial AI safety testing.

  Visit DeepTeamFull verdict →