EU AI Act. OWASP Agentic Top 10. NIST AI RMF. Every framework demands agent identity. AgentSign was built for this.
Cryptographic proof, not just dashboards. Every pipeline stage, execution, and trust score decision is signed evidence.
The EU AI Act (Regulation 2024/1689) came into force in August 2024, with enforcement beginning February 2025. It is the world's first comprehensive legal framework for AI systems -- and it applies to any AI agent operating within the EU or affecting EU citizens.
Article 9 mandates risk management systems. Article 12 requires automatic logging of AI operations. Article 13 demands transparency. Article 14 requires human oversight mechanisms. Article 15 requires accuracy, robustness, and cybersecurity. High-risk AI systems face the strictest requirements -- and autonomous agents making financial, hiring, or infrastructure decisions are squarely in scope.
Traditional AI governance tools focus on model evaluation and prompt testing. They don't address the identity, provenance, and execution integrity of autonomous agents. AgentSign does.
Every pipeline stage, every execution, every trust score decision is cryptographically recorded. That's not a dashboard metric -- it's evidence.
AgentSign's identity pipeline is a risk management system. Every stage transition, security scan, and approval decision is signed and immutable. The execution ledger provides the automatic logging Article 12 demands -- not just what happened, but cryptographic proof it happened.
ISO 42001 requires documented AI lifecycle management. AgentSign's 6-stage pipeline (INTAKE through ACTIVE) maps directly to the AI lifecycle. Trust scores, execution records, and passport history provide the continuous monitoring ISO 42001 expects.
Signed execution chains, tamper detection, and hardware-backed signing (PKCS#11, CloudHSM) satisfy SOC 2 trust service criteria. On-prem deployment means your audit boundary is your infrastructure -- not a third-party SaaS.
NIST AI 600-1 (AI RMF) calls for governance, mapping, measuring, and managing AI risk. AgentSign's trust scoring (0-100) quantifies agent risk. Pipeline stages map agent maturity. Revocation provides the "manage" control when risk exceeds tolerance.
OWASP published dedicated risk frameworks for agentic AI and MCP ecosystems. AgentSign addresses the critical risks head-on.
Agents reuse human session tokens, escalate privileges across trust boundaries, and ride on inherited admin access with no audit trail.
Agents misuse legitimate tools through ambiguous prompts or manipulated input -- calling tools with destructive parameters, chaining tools in unexpected sequences.
Multi-agent systems exchange messages across MCP and A2A channels without proper authentication, encryption, or validation. Enables spoofing and replay attacks.
Misaligned agents act harmfully while appearing legitimate. May self-replicate, persist across sessions, or impersonate trusted agents.
Tools, MCP servers, and other agents are fetched dynamically at runtime. Any compromised component can alter behavior. Unlike traditional static supply chains, agentic supply chains are dynamic.
Weak identity verification and access control in MCP ecosystems expose critical attack paths. 41% of MCP servers have zero authentication of any kind (TapAuth scan, 518 servers).
Limited logging and monitoring of MCP server activities impede investigation and incident response. No record of which agent called which tool, when, or why.
Loosely defined permissions within MCP servers expand over time, allowing agents excessive capabilities that enable unintended actions like data exfiltration.
Sources: OWASP Agentic Top 10 (Dec 2025) | OWASP MCP Top 10 (2025) | OWASP LLM Top 10 (2025)
AgentSign integrates into your existing DevSecOps pipeline. Identity and trust checks are not bolted on -- they are the pipeline.
Agent registered.
Identity created.
Code scan.
Dependency audit.
Behavioral tests.
Permission checks.
Dev review.
Trust gate pass.
Security sign-off.
Passport signed.
Live production.
Continuous monitor.
We audited the MCP ecosystem and major agent platforms. The results are alarming: zero agent identity across the board.
"Weak identity verification and access control enforcement in MCP ecosystems expose critical attack paths across multiple agents, users, and services."
| Platform / Project | Scale | User Auth? | Agent Identity? | Execution Signing? | Trust Verification? |
|---|---|---|---|---|---|
| MCP Official Reference Servers | 80K+ stars | Partial | ✗ | ✗ | ✗ |
| awesome-mcp-servers (200+ servers) | 82K+ stars | 59% have some | ✗ | ✗ | ✗ |
| Official MCP Registry (518 scanned) | 518 servers | 59% have user auth | ✗ | ✗ | ✗ |
| FastMCP | 23K+ stars | None by default | ✗ | ✗ | ✗ |
| GitHub MCP Server | 27K+ stars | OAuth/PAT | ✗ | ✗ | ✗ |
| AutoGPT | 182K stars | Partial | ✗ | ✗ | ✗ |
| LangChain / LangGraph | 100K+ stars | Partial | ✗ | ✗ | ✗ |
| CrewAI | 45K+ stars | Partial | ✗ | ✗ | ✗ |
| Microsoft AutoGen | 50K+ stars | Partial | ✗ | ✗ | ✗ |
| OpenAI Agents SDK | 19K+ stars | API key | ✗ | ✗ | ✗ |
| Google ADK / Vertex AI | 15K+ stars | IAM | ✗ | ✗ | ✗ |
| AgentSign | OSS | ✓ | ✓ | ✓ | ✓ |
"41% of 518 MCP servers scanned have zero authentication of any kind. 1,422 MCP tools are accessible to anyone who connects -- send campaigns, abort CI/CD builds, process payments, post tweets. No identity check. No signing. No trust."
"Agents inherit user identities that are unintentionally reused, escalated, or passed across agent boundaries. SSH keys cached in agent memory. Cross-agent delegation without scoping. Confused deputy scenarios everywhere."
In early 2026, Clawdbot -- a widely-deployed AI assistant framework -- was found to have 135,000+ publicly exposed instances running on gateway port 18789 with no authentication, no agent identity, and no trust verification of any kind.
Within 48 hours, attackers weaponised exposed instances for credential theft, data exfiltration, and malware distribution. Multiple CVEs were issued. The root cause was not a code vulnerability -- it was the complete absence of agent identity.
AgentSign would have prevented this entirely. No valid passport = no access. Revoked = instant kill switch across all 135,000 instances.
The pattern is clear
Every framework authenticates the user. None authenticate the agent. User auth answers "who is the developer?" Agent identity answers "is this agent who it claims to be?" These are fundamentally different questions.
Give Your Agents an IdentityKey dates every enterprise running AI agents needs to know.
Regulation 2024/1689 becomes EU law. 24-month transition begins.
Unacceptable risk AI systems banned. Penalties up to 35M EUR or 7% global turnover.
High-risk AI systems must comply with Articles 9-15. Autonomous agents making financial, hiring, or infrastructure decisions are in scope. This is the deadline.
Additional requirements for AI systems integrated into regulated products.
Deploy AgentSign today. Be compliant before the deadline hits.