Sato Hub
The confidentiality layer

Privacy infrastructure for onchain agents

A public chain front-runs your strategy. This is how agents act without showing their hand.

  • Resources31
  • Chains12
  • Updated2026-10-23

A fully transparent chain is a liability for any agent with a strategy worth protecting. If every position, prompt, and payment is public, agents get front-run, copied, and de-anonymized. Privacy infrastructure lets them act without broadcasting everything they do.

The toolkit is real but early: zero-knowledge proofs, confidential compute (TEEs, garbled circuits, FHE-style schemes), private inference, and shielded settlement. Much of it is unaudited — we describe the cryptographic approach plainly and never imply a guarantee that hasn't been independently verified.

Privacy infrastructure for onchain agents: 31 listings, 8 open source and 9 with a commit or release in the last 30 days; top Sato Scores: World AgentKit (86), COTI (68), Turnkey (86), as of 2026-10-23.

The privacy stack

Confidential compute

TEEs, garbled circuits, and encrypted execution that hide an agent's inputs and logic.

Zero-knowledge proofs

Prove a fact or a computation without revealing the data behind it.

Private inference

Run model inference over data the operator never sees in the clear.

Shielded payments

Settlement that doesn't broadcast amounts or counterparties onchain.

World AgentKit

Beta
Tool/ServiceVerified

SDK from World (Tools for Humanity) that lets AI agents present a zero-knowledge proof a verified human authorized them, combined with x402 payments.

Base
Active★ 24▸ Mar 2026

COTI

Active
Infrastructure

Privacy infrastructure that gives MCP-compatible agents private wallets, encrypted messaging, and confidential smart contracts using Garbled Circuits.

COTIEthereum
Active★ 14▸ May 2026

Turnkey

Active
Infrastructure

Secure key management infrastructure with policy controls, commonly used for agent wallets.

EthereumBaseSolanaMultichain
Active★ 102

Venice AI

Active
Tool/Service

Private, uncensored AI inference platform with an OpenAI-compatible API used by agent builders.

Base
▸ May 2024

Warden Protocol

Active
Framework

A Cosmos SDK Layer 1 with EVM compatibility positioned as a settlement and distribution layer for AI agents.

CosmosEthereumBaseSolana

Cybercentry

Active
Infrastructure

Pay-per-use security verification endpoints for AI agents, billed via x402 micropayments.

BaseEthereumSolana

Carbon DeFi

Active
Tool/Service

An on-chain trading protocol for automated, adjustable limit, range, and recurring orders that execute fully on-chain and non-custodially.

EthereumCOTI

PRXVT

Early
Infrastructure

Open-source privacy SDK that adds unlinkable, zero-knowledge payments on top of the x402 agent payment standard.

EthereumBasePolygon

AgenC

Active
Venue

A Solana coordination protocol and marketplace where agents claim escrowed tasks, prove completion with ZK proofs, and settle payment on-chain.

Solana

Paradex

Active
VenueVerified

Perpetuals (and options) DEX built as a Starknet appchain with REST/WebSocket APIs and SDK tooling.

EthereumMultichain

AkashML

Unknown
Infrastructure

OpenAI-compatible AI inference service running open models on Akash Network decentralized compute.

Alby MCP

Active
Tool/Service

Official Alby MCP connecting Bitcoin Lightning wallets to agents via Nostr Wallet Connect.

Bitcoin
Active★ 66

Alchemy AgentPay

Beta
Infrastructure

Alchemy's payment proxy for AI agents — every API request is authenticated, metered, and settled automatically, so agents pay per call without keys or subscriptions.

BaseMultichain

Allora Network

Active
Tool/Service

Decentralized ML-inference network aggregating community models into price/volatility forecasts agents can query.

Cosmos

Chutes

Active
Infrastructure

Serverless platform to deploy and call open-source AI models through an OpenAI-style API, run as Bittensor Subnet 64.

Quiet★ 90

dstack

Active
Infrastructure

Open-source runtime for running apps and agents in confidential VMs, with attested deployment, key release policy and an RA-TLS gateway.

Active★ 567

ERC-8126: AI Agent Verification

Active
FrameworkVerified

Ethereum standard for verifying ERC-8004 agents across five categories with a unified 0-100 risk score.

EthereumMultichain

ETHSKILLS

Unknown
Tool/Service

24 modular markdown skill guides teaching AI agents production Ethereum development, from wallets to security.

Ethereum

Insumer MCP Server

Active
Tool/Service

MCP for condition-based access checks: signed boolean attestations across 37 chains without exposing balances.

Multichain
Active★ 2

Lagrange DeepProve

Unknown
Infrastructure

Rust framework that produces zero-knowledge proofs of neural network inference, including LLM forward passes.

Quiet★ 3.4k

Marlin Oyster

Unknown
Infrastructure

Marlin sub-network that rents TEE-backed confidential VMs and runs serverless tasks, with attestation and key management tooling.

Quiet★ 81

MegaETH

Active
Infrastructure

Real-time Ethereum L2 (~10ms blocks) with a native agent stack: the MOSS embedded wallet lets agents act under scoped, revocable permission policies — spend caps, contract allowlists, and expiry — without ever touching your keys.

MegaETHEthereum

Mina MCP Server

Active
Tool/Service

Official Mina Protocol MCP server for Mina blockchain tooling and developer workflows.

Quiet

MorpheusAI

Active
Infrastructure

Decentralized AI inference network with an OpenAI-compatible Inference API and open-source consumer and provider node software.

Base
Active★ 24

Oasis ROFL

Active
Infrastructure

Oasis framework for running containerised apps and AI agents inside TEEs on a permissionless node pool, managed from Sapphire contracts.

OpenGradient

Beta
Infrastructure

Network and Python SDK for verifiable AI inference, a model hub and LLM calls paid through x402.

Recent★ 98

OpenZeppelin MCP

Active
Tool/Service

Official OpenZeppelin MCP for generating template-based smart contracts in Solidity, Cairo, Stylus, and Stellar.

EthereumArbitrumMultichain

Phala Cloud

Active
Infrastructure

Cloud for running agents, private LLM inference and GPU jobs inside TEE confidential VMs, with CLI, SDK and attestation tooling.

Active★ 32

Robinhood Chain

Active
Tool/Service

Robinhood's permissionless Arbitrum-stack L2 (chain ID 4663), on mainnet since 1 July 2026, built for tokenized equities and 24/7 onchain markets.

Robinhood Chain

Self Protocol

Active
Infrastructure

Open-source zero-knowledge identity protocol (passport-based proof of personhood) used to gate agent access to onchain services.

Multichain
Active★ 1.3k

VeilNet

Beta
Tool/Service

Privacy-preserving x402 payments for agents on Base, with stealth addresses and TEE-encrypted inference, no accounts or API keys.

BaseEthereum

Learn more

Related use cases

Reference

QuestionsShowHide

Questions people ask about privacy infrastructure for onchain agents

What does an onchain privacy agent actually need?
On the evidence of the 31 listings matched here as of 2026-10-23, the stack breaks down as api / sdk 7, developer tool 7, mcp 4, security tool 4. The page is a view over live records selected by a stated rule, not a hand-picked shortlist, so it changes as the index does.
Which chains is privacy tooling available on?
12 chains are declared across these listings; the most represented are Ethereum, Base, Multichain, Solana, Cosmos, COTI. Declared support is what a project states, and one listing often declares several.
How many of these can be installed from a manifest?
14 of 31 publish a sato.deploy manifest and 8 are open source. A manifest says how to stand the project up; it says nothing about whether the project does what it claims.
Is this a ranking of the best privacy tools?
No. Entries are ordered by Sato Score, a 0–100 reading of how open, active and verifiable each project is — 31 carry one. It declares no winner and is not a safety, quality or returns grade.
Which of these are open source?
8 of 31: PRXVT, Alby MCP, dstack, ERC-8126: AI Agent Verification, Insumer MCP Server, Mina MCP Server, MorpheusAI, Self Protocol.
Which are actively maintained?
9 had a commit or release in the last 30 days: World AgentKit, COTI, Turnkey, Alby MCP, dstack, Insumer MCP Server, MorpheusAI, Phala Cloud, Self Protocol. Posts on X do not count. Activity is a recency signal, not a quality judgment.
Which have an earned verification on Sato Hub?
9: World AgentKit, Turnkey, PRXVT, Paradex, ERC-8126: AI Agent Verification, Insumer MCP Server, Mina MCP Server, OpenZeppelin MCP, Self Protocol. An earned check is named as what was checked (install reproduced, endpoint probed, on-chain identity read, reviewed against evidence); none is a safety claim.
Which run as MCP servers?
8: COTI, Carbon DeFi, Alby MCP, Alchemy AgentPay, Insumer MCP Server, Mina MCP Server, OpenZeppelin MCP, VeilNet.
How is this list ranked?
Privacy infrastructure for onchain agents is derived from Sato Hub's live records by a stated rule and ordered by Sato Score, a 0–100 measure of how open, active and verifiable each project is. It is not a quality ranking and declares no winner.
SourcesShowHide
Cite this pageShowHide

Cite this page

Sato Hub. "Privacy infrastructure for onchain agents." Sato Hub, updated 2026-10-23, accessed 2026-10-23. https://satohub.ai/use-cases/privacy

Data last refreshed 2026-10-23; this page is rebuilt daily. Citations carry the date so a reader can tell which snapshot a claim came from. Catalog data is licensed CC-BY-4.0.

Join the Sato Hub Briefing

Sign up for the Briefing: the agents, tools, and infrastructure that actually shipped, and why they matter.