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[![Identity Security logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/idira-logo-nav.svg)](https://www.paloaltonetworks.com/idira?ts=markdown) [Human Identities](https://www.paloaltonetworks.com/idira/human?ts=markdown) * [Privileged Access Management](https://www.paloaltonetworks.com/idira/human/privileged-access-management?ts=markdown) * [Identity and Access Management](https://www.paloaltonetworks.com/idira/human/identity-and-access-management?ts=markdown) * [Endpoint Privilege Manager](https://www.paloaltonetworks.com/idira/human/endpoint-privilege-manager?ts=markdown) * [Identity Governance](https://www.paloaltonetworks.com/idira/human/identity-governance?ts=markdown) * [Workforce Password Management](https://www.paloaltonetworks.com/idira/human/workforce-password-management?ts=markdown) * [Vendor Privileged Access](https://www.paloaltonetworks.com/idira/human/vendor-privileged-access?ts=markdown) [Machine 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[What is an Agent Registry?](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry?ts=markdown) Table of contents * [What Is AI Security? \[Protecting Models, Data, and Trust\]](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-security?ts=markdown) * [What does the industry really mean by "AI security"?](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-security#what-does-the-industry-really-mean-by-ai-security?ts=markdown) * [What's driving today's focus on AI security?](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-security#what-is-driving-todays-focus-on-ai-security?ts=markdown) * [Where do AI systems face the most security risk?](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-security#where-do-ai-systems-face-the-most-security-risk?ts=markdown) * [What makes AI security uniquely challenging?](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-security#what-makes-ai-security-uniquely-challenging?ts=markdown) * [What approaches are emerging to secure AI systems?](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-security#what-approaches-are-emerging-to-secure-ai-systems?ts=markdown) * [AI security FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-security#ai-security-faqs?ts=markdown) * [What is Agent Authorization?](https://www.paloaltonetworks.com/cyberpedia/what-is-agent-authorization?ts=markdown) * [Why Agent Authorization Matters](https://www.paloaltonetworks.com/cyberpedia/what-is-agent-authorization#why?ts=markdown) * [Authentication vs. Authorization](https://www.paloaltonetworks.com/cyberpedia/what-is-agent-authorization#vs?ts=markdown) * [Best Practices for Agent Authorization](https://www.paloaltonetworks.com/cyberpedia/what-is-agent-authorization#best?ts=markdown) * [Agent Authorization FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-agent-authorization#faqs?ts=markdown) * What is an Agent Registry? * [Why Do Organizations Need an AI Agent Registry?](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#why?ts=markdown) * [Agent Registry vs. Model Registry](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#agent?ts=markdown) * [Agent Registry vs. Agent Catalog vs. Agent Marketplace](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#marketplace?ts=markdown) * [Closing](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#closing?ts=markdown) * [Agent Registry FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#faqs?ts=markdown) * [How to Build a Generative AI Security Policy](https://www.paloaltonetworks.com/cyberpedia/ai-security-policy?ts=markdown) * [What is an AI security policy?](https://www.paloaltonetworks.com/cyberpedia/ai-security-policy#what-is-an-ai-security-policy?ts=markdown) * [Why do organizations need a GenAI security policy?](https://www.paloaltonetworks.com/cyberpedia/ai-security-policy#why-do-organizations-need-a-genai-security-policy?ts=markdown) * [What should an AI security policy include?](https://www.paloaltonetworks.com/cyberpedia/ai-security-policy#what-should-an-ai-security-policy-include?ts=markdown) * [How to implement an effective AI security policy](https://www.paloaltonetworks.com/cyberpedia/ai-security-policy#how-to-implement-an-effective-ai-security-policy?ts=markdown) * [How to use AI standards and frameworks to shape your GenAI security policy](https://www.paloaltonetworks.com/cyberpedia/ai-security-policy#how-to-use-ai-standards-and-frameworks?ts=markdown) * [Who should own the AI security policy in the organization?](https://www.paloaltonetworks.com/cyberpedia/ai-security-policy#who-should-own-the-ai-security-policy-in-the-organization?ts=markdown) * [AI security policy FAQs](https://www.paloaltonetworks.com/cyberpedia/ai-security-policy#ai-security-policy-faqs?ts=markdown) * [What Is AI Red Teaming? Why You Need It and How to Implement](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-red-teaming?ts=markdown) * [Why do you need AI red teaming?](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-red-teaming#why-do-you-need-ai-red-teaming?ts=markdown) * [What makes AI red teaming different from traditional red teaming?](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-red-teaming#what-makes-ai-red-teaming-different-from-traditional-red-teaming?ts=markdown) * [How does AI red teaming work?](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-red-teaming#how-does-ai-red-teaming-work?ts=markdown) * [What sorts of challenges and trade-offs does AI red teaming present?](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-red-teaming#what-sorts-of-challenges-and-trade-offs-does-ai-red-teaming-present?ts=markdown) * [How to implement AI red teaming step-by-step](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-red-teaming#how-to-implement-ai-red-teaming-step-by-step?ts=markdown) * [What tools are available for AI red teaming?](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-red-teaming#what-tools-are-available-for-ai-red-teaming?ts=markdown) * [Real-world examples of AI red teaming](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-red-teaming#real-world-examples-of-ai-red-teaming?ts=markdown) * [What frameworks and regulations support AI red teaming?](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-red-teaming#what-frameworks-and-regulations-support-ai-red-teaming?ts=markdown) * [AI red teaming FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-ai-red-teaming#ai-red-teaming-faqs?ts=markdown) * [What Are AI Hallucinations? \[+ Protection Tips\]](https://www.paloaltonetworks.com/cyberpedia/what-are-ai-hallucinations?ts=markdown) * [Why do generative AI hallucinations happen?](https://www.paloaltonetworks.com/cyberpedia/what-are-ai-hallucinations#why-do-generative-ai-hallucinations-happen?ts=markdown) * [What types of generative AI hallucinations exist?](https://www.paloaltonetworks.com/cyberpedia/what-are-ai-hallucinations#what-types-of-generative-ai-hallucinations-exist?ts=markdown) * [How common are hallucinations in LLMs?](https://www.paloaltonetworks.com/cyberpedia/what-are-ai-hallucinations#how-common-are-hallucinations-in-llms?ts=markdown) * [Real-world examples of AI hallucinations](https://www.paloaltonetworks.com/cyberpedia/what-are-ai-hallucinations#real-world-examples-of-ai-hallucinations?ts=markdown) * [What are the security risks of AI hallucinations?](https://www.paloaltonetworks.com/cyberpedia/what-are-ai-hallucinations#what-are-the-security-risks-of-ai-hallucinations?ts=markdown) * [How to protect against generative AI hallucinations](https://www.paloaltonetworks.com/cyberpedia/what-are-ai-hallucinations#how-to-protect-against-generative-ai-hallucinations?ts=markdown) * [What does the future of hallucination research look like?](https://www.paloaltonetworks.com/cyberpedia/what-are-ai-hallucinations#what-does-the-future-of-hallucination-research-look-like?ts=markdown) * [Generative AI hallucinations FAQs](https://www.paloaltonetworks.com/cyberpedia/what-are-ai-hallucinations#generative-ai-hallucinations-faqs?ts=markdown) # What is an Agent Registry? 5 min. read [Explore PRISMA AIRS AI Gateway](https://www.paloaltonetworks.com/ai-security/ai-gateway?ts=markdown) [Get a Demo](https://www.paloaltonetworks.com/ai-security/ai-gateway#demo?ts=markdown) Table of contents * * [Why Do Organizations Need an AI Agent Registry?](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#why?ts=markdown) * [Agent Registry vs. Model Registry](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#agent?ts=markdown) * [Agent Registry vs. Agent Catalog vs. Agent Marketplace](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#marketplace?ts=markdown) * [Closing](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#closing?ts=markdown) * [Agent Registry FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#faqs?ts=markdown) 1. Why Do Organizations Need an AI Agent Registry? * * [Why Do Organizations Need an AI Agent Registry?](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#why?ts=markdown) * [Agent Registry vs. Model Registry](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#agent?ts=markdown) * [Agent Registry vs. Agent Catalog vs. Agent Marketplace](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#marketplace?ts=markdown) * [Closing](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#closing?ts=markdown) * [Agent Registry FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry#faqs?ts=markdown) An AI agent registry is a centralized, searchable inventory of the AI agents operating across an organization. It records each agent's identity, owner, purpose, model, tools, permissions, data access, deployment environment, and lifecycle status. Some registries also catalog related components such as Model Context Protocol (MCP) servers, APIs, skills and endpoints. By providing a governed system of record, an agent registry helps security, IT, compliance and development teams understand which agents exist, what they can access, what actions they can take, and who is accountable for them. Key Points * **Centralized Inventory**: A single catalog of every AI agent in the enterprise. \* **Identity and Ownership Attribution**: Each registered agent is tied to a unique identity, a named owner, and an approval chain. \* **Tool and Data Access Mapping**: The registry records which tools, MCP servers, APIs, and data sources each agent can reach. \* **Policy and Compliance Binding**: Agents are linked to governance policies and regulatory frameworks. ## Why Do Organizations Need an AI Agent Registry? Teams across engineering, customer service, finance, and operations now deploy agents that call tools, access databases, make decisions, interact with other agents, and take actions. ### Shadow Agents and Untracked Proliferation The most immediate risk is [shadow AI](https://www.paloaltonetworks.com/cyberpedia/what-is-shadow-ai?ts=markdown): agents deployed without security review, governance approval, or even basic documentation. A developer spins up a coding agent with broad repository access. A marketing team connects an agent to a CRM with write permissions. A finance analyst deploys an agent that queries sensitive reporting databases. Each may operate outside established security, identity, and governance controls, limiting the organization's ability to assess its permissions and behavior. ### No Visibility into What Agents Can Access Even sanctioned agents present governance challenges when deployed without centralized inventory. An agent's risk profile is determined by the combination of its model, tools, permissions, data scopes, and instructions. The same model wrapped with different tool access and credentials represents an entirely different risk. A model registry, which tracks model artifacts and versions, cannot answer what an agent is authorized to do. ### Compliance Exposure and Audit Gaps AI regulations and governance frameworks can impose documentation, risk-management, transparency, human-oversight, and record-keeping obligations, depending on how an AI system is classified and used. An agent registry can help organizations collect the ownership, access, approval, and lifecycle information needed to support those obligations. It does not, by itself, establish regulatory compliance. ## Agent Registry vs. Model Registry | Model Registry | Agent Registry | | A model artifact with versions and training runs | A deployed agent: model + tools + permissions + instructions | | Data scientists, ML engineers | Security, compliance, platform engineering | | Which model version is in production, and how was it trained? | What autonomous software is acting on our systems, and who owns it? | | Tracks permissions for model access | Tracks permissions for models, tools, MCP servers, APIs, data scopes, credentials | | Deployment status only | Full lifecycle: registered, approved, active, deprecated, revoked | | Training lineage, evaluation metrics | Owner, approver, policy bindings, regulatory classification | |---------------------------------------------------------------|-----------------------------------------------------------------------------------| The two systems are complementary. In a mature setup, each agent record in the registry points to its underlying model record in the model registry, and the agent's data access fields reference assets in the organization's data catalog. Neither substitutes for the other. ## Agent Registry vs. Agent Catalog vs. Agent Marketplace * **Agent registry**: The governed system of record for agents, their owners, identities, permissions, and lifecycle states. * **Agent catalog**: A searchable directory that helps users and developers find available agents and capabilities. * **Agent marketplace or agent store**: A distribution interface through which users can obtain, install, or activate agents. A platform may combine all three functions, but discovery and distribution do not automatically provide security governance. ## What to Look for in an Agent Registry An effective agent registry goes beyond a static spreadsheet of agent names. It must handle the speed of agent deployment in production environments, where agents are created, modified, and decommissioned continuously. The following capabilities separate a governance-ready registry from a manual inventory exercise. ### Discovery Across Environments The registry should discover agents wherever they run: cloud environments, SaaS platforms, developer endpoints, and browsers. Discovery must cover both sanctioned deployments and [shadow agents](https://www.paloaltonetworks.com/cyberpedia/what-is-shadow-ai?ts=markdown) that exist outside formal approval paths. ### Rich Metadata Schema Each agent record should capture a comprehensive set of attributes that reflect the agent's real-world risk profile, not just its name and owner. | Metadata Field | What It Captures | | Agent ID | Unique, persistent identifier for the agent | | Owner and Team | Named individual and organizational unit accountable for the agent | | Model and Provider | Which LLM or models the agent uses, including version and provider | | Tools and MCP Servers | Every tool, MCP server, API, and plugin the agent can invoke | | Data Scopes | Which data sources, databases, and repositories the agent can read or write | | Credentials and Auth Method | How the agent authenticates to external systems (OAuth, API keys, service accounts) | | Policy Bindings | Which [governance policies](https://www.paloaltonetworks.com/cyberpedia/what-is-agentic-ai-governance?ts=markdown) and guardrails apply to the agent | | Lifecycle Status | Current state: registered, pending approval, active, deprecated, revoked | |-----------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------| ### Approval Workflows Registration should not equal activation. The registry must support approval gates where administrators or security teams review and approve an agent before it becomes discoverable and operational. ### Identity Binding and Least-Privilege Enforcement Every agent should be bound to a governed, unique identity with least-privilege permissions. The registry should integrate with identity providers to ensure that agent credentials are scoped, rotatable, and traceable. ### Lifecycle Management The registry must track state transitions (created, approved, active, deprecated, revoked) with timestamps and attribution, so security teams can answer when an agent was last reviewed and who approved its current configuration. ### Audit Trail Every action on the registry, including creation, approval, modification, and revocation, must be logged with timestamps, actors, and change details. ### Search and Reuse Development teams should be able to search the registry by capability, use case, or natural language description to find existing agents before building new ones. ## Closing An agent registry provides a foundational visibility and governance layer for enterprise AI agents. It gives security, IT, compliance, and development teams a shared record of which agents exist, what they can access, what actions they are authorized to take, and who is accountable for them. However, registration alone does not secure an agent. Organizations should connect registry data with identity controls, least-privilege access, runtime protection, monitoring, and rapid revocation so that agent governance continues after deployment. ## Agent Registry FAQs ### Do I need an agent registry if I only have a few agents? Yes. The value of a registry scales with complexity, but the need begins with the first production agent. Even a small number of agents can hold broad permissions, access sensitive data, and interact with critical systems. A registry ensures that ownership, approval, and permissions are documented from the start, before proliferation makes retroactive inventory impractical. ### How does an agent registry relate to an agent gateway? An [agent gateway](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-gateway?ts=markdown) is the runtime enforcement layer that governs agent interactions as they happen: routing, identity verification, guardrails, and policy application. The agent registry is the inventory layer that records what agents exist and what they are authorized to do. Related content [What Is an Agent Gateway? Learn how an agent gateway secures all agent interactions.](https://www.paloaltonetworks.com/cyberpedia/what-is-an-agent-gateway?ts=markdown) [AI agents attack surface See how AI Agents increase the attack surface](https://www.paloaltonetworks.com/cyberpedia/ai-agent-attack-surface?ts=markdown) [A Complete Guide to Agentic AI Governance Explore the full governance framework for autonomous AI systems.](https://www.paloaltonetworks.com/cyberpedia/what-is-agentic-ai-governance?ts=markdown) [Prisma AIRS: Secure the Enterprise AI Lifecycle Discover, assess, and protect enterprise AI agents.](https://www.paloaltonetworks.com/ai-security/agent-security?ts=markdown) ![Share page on facebook](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/facebook-circular-icon.svg) ![Share page on linkedin](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/linkedin-circular-icon.svg) [![Share page by an email](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/email-circular-icon.svg)](mailto:?subject=What%20is%20an%20Agent%20Registry%3F&body=Learn%20how%20an%20AI%20agent%20registry%20inventories%20agents%2C%20identities%2C%20tools%2C%20permissions%2C%20and%20owners%20to%20strengthen%20security%2C%20governance%2C%20and%20compliance.%20at%20https%3A//www.paloaltonetworks.com/cyberpedia/what-is-an-agent-registry) Back to Top [Previous](https://www.paloaltonetworks.com/cyberpedia/what-is-agent-authorization?ts=markdown) What is Agent Authorization? 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