QMesh
One request travelling through the five layers of QMeshA request, shown as a glowing cube labelled your circuit, falls through five layers. Your app: laptops and a tablet send a quantum circuit. Coordinator: servers named plan, reserve and run split it up and plan the work. Payments and registry: payment terminals and ledger drums take payment per run and find workers. Peer mesh: everyday laptops, towers, phones and boards run the pieces. Provenance: receipt printers produce a receipt that proves what ran, and the receipt travels back up to your app.ONE REQUEST, FIVE LAYERSL5RECEIPTRECEIPTRECEIPTL4L3402USDC402USDC402USDCL2PLANRESERVERUNL101 YOUR APPYou send a quantum circuit02 COORDINATORSplits it up and plans the work03 PAYMENTS AND REGISTRYYou pay per run; workers are found04 PEER MESHEveryday devices run the pieces05 PROVENANCEA receipt proves what ranYOUR CIRCUITRECEIPT

Simulated qubits · real network · testnets only

Quantum, run as a network

Get started Open the console

README

Quantum computation as discoverable, payable and verifiable network services. Split circuits across a peer-to-peer mesh of ordinary devices, pay each peer per request, and get a receipt for every result.

curl -X POST "$QMESH/api/x402/quantum/runs" \
  -H "Content-Type: application/json" \
  -d '{"circuit": "OPENQASM 2.0; …"}'

Submit a circuit to the paid route. It answers 402 until the run is paid in Algorand USDC.

Built on

py-libp2pQiskitPennyLaneIPFSHeliaKuboAlgorand x402Ethereum SepoliaBase SepoliaStarknet SepoliaChainlinkRobinhood ChainENSCoinbase CDPStripeNEAR AI CloudGroqOpenRouterLighthouseTojupy-libp2pQiskitPennyLaneIPFSHeliaKuboAlgorand x402Ethereum SepoliaBase SepoliaStarknet SepoliaChainlinkRobinhood ChainENSCoinbase CDPStripeNEAR AI CloudGroqOpenRouterLighthouseToju

Features

01

Distributed circuits.

Normalize OpenQASM, plan fragments and run them across worker peers.

OpenQASMlibp2pQiskit
02

Portfolio optimization.

QAOA benchmarked against classical baselines, state by state.

QAOA3.2× at 409.5× at 60
03

Risk and options.

VaR, CVaR, credit risk and option pricing beside classical methods.

VaRCVaRQAE
04

Machine payments.

Pay per request in USDC with the x402 flow on Algorand TestNet.

402USDCAlgorand
05

Credits and ledger.

Credit packs, USDC packs and a unified payment ledger.

Stripeledgerpayouts
06

Receipts and provenance.

Every result pinned to IPFS and anchored as a Merkle root on Sepolia.

CIDMerkleSepolia
07

VAULT.

Open any CID through trustless gateways and publish circuits.

IPFSKubodag-json
08

Chains and identity.

A multi-chain registry, ENS names and Sign-in with Ethereum.

registryENSSIWE
09

Agents.

Agents that spend under on-chain policies with Starknet session keys.

StarknetTojupolicies

Results you can check

97%
of a QAOA run is classical parameter search
1.03×
ceiling from adding more nodes (Amdahl)
3.2×
faster at 40 assets
9.5×
faster at 60 assets

Simulator benchmarks from the QMesh research draft. QMesh runs on Qiskit statevector simulation, not quantum hardware.

© 2026 QMesh · Open source under Apache 2.0 · distributed-quantum.com