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Glossary

Cloud Agent

A cloud agent is a server-hosted software component in Self-Sovereign Identity (SSI) systems that performs identity operations on behalf of an issuer or verifier, enabling services without requiring constant user device availability.
Chainscore © 2026
definition
BLOCKCHAIN INFRASTRUCTURE

What is a Cloud Agent?

A Cloud Agent is a server-side software component that acts as a secure intermediary between a decentralized application (dApp) and a blockchain network, managing private keys and submitting transactions on behalf of users.

A Cloud Agent is a server-hosted service that securely manages blockchain interactions for applications, eliminating the need for users to manage private keys directly in their browsers or mobile apps. It functions as a trusted relay, signing and broadcasting transactions to the network after authenticating user requests. This architecture is central to the wallet-as-a-service (WaaS) model, enabling features like non-custodial account abstraction, gas sponsorship, and seamless user onboarding without seed phrases. By handling complex cryptographic operations in a controlled environment, Cloud Agents improve security for end-users and simplify development for dApp creators.

The core technical function of a Cloud Agent revolves around key management. It securely stores or derives private keys—often using multi-party computation (MPC) or hardware security modules (HSMs)—and executes transaction signing. When a user initiates an action, the dApp backend sends a request to the Cloud Agent's API. The agent constructs the transaction, signs it with the appropriate key, and submits it to a blockchain node. This decouples the user's frontend experience from the sensitive signing process, mitigating risks associated with browser-based wallets like phishing and malicious browser extensions.

Common use cases for Cloud Agents include gasless transactions, where the agent pays network fees and is later reimbursed; batch transactions, which combine multiple operations into a single call for efficiency; and automated smart contract interactions for DeFi protocols or gaming applications. They are also fundamental to account abstraction initiatives like ERC-4337, where a Cloud Agent can act as a paymaster or bundler, managing the submission and execution of user operations. This enables sophisticated transaction flows that are not possible with standard externally owned accounts (EOAs).

From a security perspective, a well-architected Cloud Agent employs a zero-trust model within its infrastructure. Access is strictly controlled via API keys, OAuth tokens, or other authentication mechanisms, and all signing requests are audited and logged. The private keys themselves are never exposed in plaintext; instead, signing is performed within secure enclaves. This setup provides a balance between convenience and security, as the service provider does not have unilateral access to user funds—the cryptographic schemes (like MPC) often require multiple parties or user-specific secrets to authorize a transaction.

Integrating a Cloud Agent shifts the development paradigm. Instead of relying on browser extensions like MetaMask, developers interact with a unified API. Services like Turnkey, Privy, Dynamic, and Capsule provide Cloud Agent infrastructure. The trade-off involves introducing a reliance on a centralized service for transaction throughput, which presents a potential point of failure. However, this is often justified by the dramatic improvement in user experience, enabling features such as one-click social logins, subscription-based payments, and complex multi-chain operations that are transparent to the end-user.

how-it-works
MECHANISM

How a Cloud Agent Works

A technical breakdown of the architecture and operational flow of a cloud-based blockchain agent.

A cloud agent is a software process that operates on remote servers, autonomously executing predefined tasks—such as monitoring on-chain events, submitting transactions, or managing assets—on behalf of a user or decentralized application (dApp). Unlike a wallet running locally on a user's device, the agent's logic and private keys are hosted and executed in a secure, managed cloud environment. This architecture decouples the agent's continuous operation from the user's local machine, enabling 24/7 availability and offloading computational overhead. The core components typically include an event listener, a transaction engine, and a secure key management system.

The operational lifecycle begins with configuration, where the user defines the agent's parameters, such as the smart contracts to watch, the conditions that trigger actions, and the transactions to execute. The agent's event listener continuously polls or subscribes to updates from blockchain nodes via RPC endpoints. When a specified on-chain event—like a specific function call, token transfer, or price oracle update—is detected, the agent's logic evaluates the condition. If the trigger criteria are met, it proceeds to the execution phase, constructing and signing the necessary transaction.

Secure private key management is the most critical aspect. To sign transactions, the agent requires access to cryptographic keys. In cloud environments, these are never stored in plaintext. Instead, they are safeguarded using Hardware Security Modules (HSMs), cloud provider key management services (e.g., AWS KMS, GCP Cloud KMS), or through multi-party computation (MPC) protocols that split the key among multiple parties. The signed transaction is then broadcast to the network via the connected node. This entire process, from event detection to broadcast, occurs without manual intervention, automating complex DeFi strategies, cross-chain operations, or backend dApp services.

A primary advantage of the cloud agent model is reliability and scalability. By operating in the cloud, agents benefit from high uptime, redundant infrastructure, and the ability to scale computational resources dynamically in response to network congestion or complex transaction simulations. This is essential for time-sensitive operations like arbitrage, liquidation protection, or participating in decentralized governance votes. However, this introduces a trust assumption, as users must rely on the cloud provider's security and the agent operator's integrity, contrasting with the self-custody model of a local wallet.

key-features
ARCHITECTURE

Key Features of a Cloud Agent

A Cloud Agent is a server-side process that autonomously executes on-chain transactions based on off-chain logic, enabling persistent, automated blockchain interactions without requiring a user's private key to be online.

01

Persistent Execution

Unlike traditional wallets that require a user's device to be online and unlocked, a Cloud Agent runs 24/7 on secure infrastructure. This enables time-based automation (e.g., recurring payments, vesting schedules) and reactive logic (e.g., executing a trade when an oracle price is met) without manual intervention.

02

Programmable Intent

Users delegate authority to the agent by signing a declarative intent (e.g., "maintain a 50/50 ETH/USDC portfolio") rather than individual transactions. The agent's off-chain solver or mechanical rule set determines the specific transactions needed to fulfill this intent, abstracting away complex on-chain mechanics.

03

Secure Key Management

The agent's signing key is never stored in plaintext. It uses advanced cryptographic custody solutions such as:

  • Multi-Party Computation (MPC): The key is split across multiple parties/nodes.
  • Hardware Security Modules (HSMs): For enterprise-grade, certified key storage.
  • Time-locks & Policy Engines: Adding rules for transaction approval beyond a single signature.
04

Gas Abstraction & Sponsorship

Cloud Agents can pay for their own transaction fees (gas), enabling gasless user experiences. This is achieved through:

  • Sponsored Transactions: A relayer pays fees, often reimbursed off-chain.
  • Account Abstraction (ERC-4337): Using a paymaster contract to sponsor fees in any token.
  • Native Balance: The agent's wallet holds a balance for gas costs.
05

Cross-Chain & Multi-Protocol

A single agent can manage assets and execute logic across multiple blockchains and DeFi protocols. It interacts with:

  • Cross-Chain Messaging (e.g., CCIP, LayerZero) to transfer state.
  • Various DEXs & Lending Markets to find optimal execution.
  • Oracles & Data Feeds (e.g., Chainlink) to trigger actions based on real-world data.
06

Verifiable & Transparent

All agent actions are recorded on-chain and can be audited. Key accountability features include:

  • On-Chain Provenance: Every transaction is signed and immutable.
  • Activity Logs & Dashboards: For users to monitor agent performance.
  • Policy Compliance: Actions can be constrained by pre-defined, verifiable rules visible to the user.
primary-use-cases
CLOUD AGENT

Primary Use Cases & Ecosystem Roles

A Cloud Agent is a remotely hosted, always-on software process that autonomously executes blockchain transactions and smart contract interactions on behalf of a user or application. It acts as a secure, programmable delegate for wallet operations.

01

Automated Smart Contract Execution

Cloud Agents are programmed to autonomously execute predefined smart contract functions. This enables trustless automation for DeFi protocols, such as:

  • Limit orders and DCA (Dollar-Cost Averaging) strategies
  • Liquidation protection for lending positions
  • Automated yield harvesting and vault management
  • Cross-chain arbitrage bots that monitor multiple networks
02

Secure Wallet Delegation & Abstraction

They enable wallet abstraction by separating transaction signing logic from the user's primary device. Key features include:

  • Session keys: Granting limited, time-bound permissions to the agent.
  • Gas sponsorship: Allowing applications to pay transaction fees for users.
  • Multi-party computation (MPC): Distributing signing authority to enhance security and enable recovery mechanisms without a single point of failure.
03

Infrastructure for On-Chain Applications

Cloud Agents serve as critical backend infrastructure for dApps, handling reliable transaction submission and state monitoring. They are essential for:

  • Web2-style user experiences where blockchain complexity is hidden.
  • Gaming and Social dApps requiring persistent, real-time on-chain interactions.
  • Enterprise systems that need guaranteed execution and audit trails for business logic encoded in smart contracts.
04

Key Ecosystem Roles & Providers

Different entities provide Cloud Agent services with varying models:

  • Wallet-as-a-Service (WaaS) Providers: Offer managed agent infrastructure (e.g., Privy, Dynamic).
  • RPC & Node Providers: Extend services to include transaction automation (e.g., Alchemy, QuickNode).
  • Specialized Automation Networks: Dedicated protocols for decentralized agent execution (e.g., Gelato Network, Chainlink Automation).
  • Self-Hosted Agents: Developers run their own agent software for maximum control.
ARCHITECTURAL OVERVIEW

Cloud Agent vs. Edge Agent: A Comparison

A technical comparison of centralized and decentralized agent deployment models for blockchain data access.

FeatureCloud AgentEdge Agent

Deployment Model

Centralized cloud service

Decentralized node/device

Data Source

Aggregated RPC endpoints

Direct peer-to-peer connection

Latency

Variable (100-500ms)

Localized (< 50ms)

Censorship Resistance

Infrastructure Cost

Operational expense (OpEx)

Capital expense (CapEx)

Uptime SLA

99.9% (provider-dependent)

Variable (self-managed)

Data Privacy

Provider can see queries

Queries are local

Setup Complexity

Low (API key)

High (node synchronization)

security-considerations
CLOUD AGENT

Security & Trust Considerations

A Cloud Agent is a hosted, third-party service that executes blockchain transactions on behalf of a user, introducing specific security models and trust assumptions distinct from self-custody.

01

Architectural Trust Model

A Cloud Agent operates on a delegated execution model. The user retains custody of their private keys, but grants the agent a session key or transaction authorization to perform specific, pre-approved actions. This creates a trust boundary where the user must trust the agent's operational integrity and the security of its signing infrastructure.

02

Key Security Risks

Primary risks stem from the agent's centralized point of failure.

  • Private Key Exposure: Compromise of the agent's HSM (Hardware Security Module) or key management system.
  • Malicious Execution: The agent could be coerced or hijacked to sign unauthorized transactions.
  • Censorship: The agent operator can selectively delay or deny transaction submission.
  • Infrastructure Downtime: Reliance on the agent's availability for transaction execution.
03

Mitigation Strategies

Robust Cloud Agents implement multiple layers of defense.

  • Time-bound & Scope-limited Permissions: Using session keys that expire or are restricted to specific contracts and amounts.
  • Multi-party Computation (MPC): Distributing signing authority across multiple parties to eliminate a single point of failure.
  • Transparent Auditing: Providing publicly verifiable logs of all agent-signed transactions.
  • Insurance & Slashing: Financial mechanisms to compensate users in case of agent failure or malfeasance.
04

Comparison to Wallets

This contrasts with traditional wallet models:

  • Externally Owned Account (EOA): User signs every transaction directly with their private key. Highest sovereignty, no agent risk.
  • Smart Contract Wallet (e.g., Safe): Logic dictates transaction validity. A Cloud Agent can be one permitted signer within a multi-sig or policy engine, blending delegation with on-chain rules.
05

Use Case: Gas Abstraction

A common application is gasless transactions or sponsored transactions. The Cloud Agent pays the network fees (gas) on behalf of the user, who may not hold the native token (e.g., ETH). Security hinges on the agent's relay logic correctly validating the user's intent and having sufficient funds to cover gas costs without being drained.

06

Regulatory & Compliance Angle

Operating a Cloud Agent may trigger regulatory scrutiny as a financial service. Considerations include:

  • Travel Rule Compliance: If transmitting assets, may require identity verification.
  • Licensing: Potentially requiring Money Transmitter or VASP (Virtual Asset Service Provider) licenses.
  • Sanctions Screening: The agent must screen transactions against global sanctions lists to avoid facilitating prohibited transfers.
technical-architecture
BLOCKCHAIN INFRASTRUCTURE

Technical Architecture & Protocols

This section details the core architectural components and communication protocols that form the foundational layer of decentralized systems, enabling secure, scalable, and interoperable blockchain networks.

A cloud agent is a software process that autonomously executes tasks or manages resources on behalf of a user or system within a cloud computing environment. In the context of blockchain and Web3, cloud agents are often deployed to perform automated operations such as monitoring on-chain events, executing smart contract transactions, or managing decentralized infrastructure without requiring constant manual intervention. They act as persistent, programmable intermediaries that bridge off-chain systems with blockchain networks, enabling automation of complex workflows.

The architecture of a cloud agent typically involves several key components: a listener for subscribing to blockchain events or API feeds, a logic engine (often a smart contract or off-chain script) that defines business rules, and an executor that signs and broadcasts transactions. Agents are designed to be resilient and fault-tolerant, often running on scalable cloud platforms to ensure high availability. They are crucial for implementing keepers in DeFi protocols for liquidations, oracles for data feeds, and automated bots for cross-chain messaging and relay services.

From a security perspective, cloud agents must be meticulously designed, as they often control private keys or sensitive credentials to authorize transactions. Best practices include using secure key management services (e.g., HSMs or cloud KMS), implementing robust access controls, and designing with the principle of least privilege. Their operation is governed by the logic encoded within them, making secure development and auditing paramount to prevent exploits that could lead to financial loss or system compromise.

The evolution of cloud agents is closely tied to the growth of decentralized automation networks like Chainlink Automation and Gelato Network. These platforms provide standardized frameworks and decentralized networks of node operators to run reliable, decentralized cloud agents. This shifts the model from a single point of failure in a privately-run agent to a robust, decentralized network of agents, enhancing censorship resistance and reliability for critical blockchain functions such as smart contract upkeep and conditional transaction execution.

DEBUNKED

Common Misconceptions About Cloud Agents

Cloud Agents are a foundational component of modern blockchain infrastructure, yet their role is often misunderstood. This section clarifies prevalent myths regarding their security, cost, and operational model.

Cloud Agents are not inherently less secure; they shift the security model from infrastructure hardening to access control and cryptographic key management. A properly configured Cloud Agent, where the user retains sole control of their private keys and the agent only signs transactions with explicit authorization, can be as secure as a self-hosted node. The primary risks are not the cloud infrastructure itself, but poor operational security like exposed API keys, insufficient authentication for the agent's control plane, or delegating signing authority. Security is defined by the principle of least privilege and end-to-end encryption, not the physical location of the compute instance.

CLOUD AGENT

Frequently Asked Questions (FAQ)

Essential questions and answers about Cloud Agents, the autonomous, cloud-hosted services that execute smart contracts and manage blockchain interactions.

A Cloud Agent is a serverless, cloud-hosted service that autonomously executes smart contract functions and manages blockchain interactions on behalf of a user or application. It works by listening for specific on-chain events or responding to API calls, then automatically signing and broadcasting transactions using a securely managed private key. This removes the need for users to run their own infrastructure, handle private keys on the frontend, or manually trigger every transaction. For example, a Cloud Agent could automatically top up a user's Layer 2 balance when it falls below a threshold or execute a complex DeFi strategy across multiple protocols based on predefined logic.

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Cloud Agent: Definition & Role in SSI (Decentralized Identity) | ChainScore Glossary