Quantum Expectations
Quantum error-correction feasibility: success probability, qubit overhead, records, trends.
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Settings → Connectors → Add custom connector
URL: https://www.quantum-expectations.com/api/mcpSettings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://www.quantum-expectations.com/api/mcp{
"mcpServers": {
"quantum-expectations": {
"url": "https://www.quantum-expectations.com/api/mcp"
}
}
}claude mcp add --transport http quantum-expectations https://www.quantum-expectations.com/api/mcp{
"servers": {
"quantum-expectations": {
"type": "http",
"url": "https://www.quantum-expectations.com/api/mcp"
}
}
}13 tools, verified live
compute_expectationread-onlyGiven a quantum circuit (2-qubit error rate p, qubit count n, depth d, optional connectivity class), compute the effective error rate, success probability, and optional surface-code or qLDPC overhead. Without error correction a 2d-lattice connectivity is charged as a routing multiplier on depth (result.routingOverheadFactor); hardwareId supplies the device's class automatically. The response is se
compute_required_error_rateread-onlyInverse of compute_expectation. Given a circuit (numQubits, compDepth) and an acceptable effective error rate, return the required per-gate logical error rate (requiredLogicalErrorRatePerGate: a number, or null only when the target is genuinely unreachable; never 0) and, for every EC option (no-EC, surface-code per distance, every qLDPC code), the required physical error rate plus the subset of cu
compute_fault_tolerant_resourcesread-onlyGiven an algorithm stated as (numLogicalQubits, tCount) and a physical error rate (or hardwareId), derive the full surface-code + magic-state-distillation footprint from the general laws of the Litinski lattice-surgery cost model (no per-scenario constants): distillation factory choice, tile layout, required code distance, total physical qubits, and wall-clock time. Results are reported under TWO
compare_hardware_scenariosread-onlyRun the same circuit against multiple current SOTA hardware entries in one call so an agent can rank platforms without N sequential compute_expectation calls. Defaults to every entry in list_current_quantum_computers when hardwareIds is omitted.
list_current_quantum_computersread-onlyReturn the representative-entry table of current SOTA quantum computers (id, hardware type, physical qubit count, 2-qubit error rate, connectivity class with a note on the coupling graph, source URL). Same data that powers the website's "Current Quantum Computers" table. For the model's capability prediction per entry in QUOPS units, read hardwareContext.currentQuantumComputers[].modelCapability f
list_quops_scoresread-onlyReturn the measured QUOPS capability scores (arXiv:2609.12146): per device, the largest random universal circuit size executed at polarization >= 1/sqrt(e) inside the cone w^2 <= s <= w^3, with width, QUOPS rate, architecture (physical, physical-postselected, logical) and source URL, plus the utility-scale targets in the same unit (RSA-2048 and FeMoco). These are measurements, the yardstick the si
list_hardware_timingsread-onlyReturn per-platform gate-cycle timings (2Q gate time, readout time, in SI seconds) plus the testbed they were measured on (`representativeDevice`) and the native 2Q gate name, with source URLs. Joins list_current_quantum_computers via `hardwareType`, but the numbers are BEST-CASE DEMONSTRATIONS from small testbeds, not measurements on the joined devices, which run their gates and array readout ord
compute_quantum_volume_rateread-onlyCompute the Quantum Volume Rate (QV/second): QVR = V_Q / (log2(V_Q) * t_2Q + t_meas). First-order estimate of how fast a device prepares one QV-sized square circuit (one native 2Q gate per QV layer + one end-of-circuit measurement). OVERSTATES achievable rate: real compilation inflates the 2Q-gate count per layer; omits reset/SPAM, mid-circuit measurement, and classical-control latency. For a prod
fit_historic_seriesread-onlyFit a log-linear trend (ln(value) = slope * year + intercept) to one historic series â fidelity or qubit-count â for one hardware type. Atomic primitive: compose with list_current_quantum_computers, compute_required_error_rate, or your own modelling to answer "when might hardware reach X?". residualStdDev is the BIASED (maximum-likelihood) RMS â divides by n, not (n - 2); on small series (n
list_example_algorithmsread-onlyReturn the curated list of example quantum algorithms with published resource estimates (qubit count, depth/gate count, source paper URL). Useful for comparing what algorithms need vs. what hardware can deliver. Each entry carries a `provenance` field: 'published-circuit' means the figure is reproducible from the source, 'attested-estimate' means the source withholds the circuit and the figure res
list_qldpc_codesread-onlyReturn the catalog of supported qLDPC codes (id, label, family, n, k, d, circuitLevelDistance, ancilla counts, roundsPerLogicalOp, threshold, fitCoefficients {c0, c1, c2}, logicalErrorExponent [alpha = d_circ/2], source URLs, provenance, caveats). The per-block, per-syndrome-cycle logical error rate is p^alpha * exp(c0 + c1*p + c2*p^2) for p <= threshold (the source paper's own fitting form; c1 =
get_historic_seriesread-onlyReturn the full historic time series â either two-qubit gate error rates ("fidelity") or physical qubit counts ("qubit-count") â broken down by hardware type. Each datapoint carries a source URL. Use this to extrapolate trends â "when might hardware reach X?" â or pair with fit_historic_series for a log-linear fit on one hardware type.
get_agent_briefread-onlyReturn the plain-text site brief describing scope, assumptions, the honesty clause, and the API contract. Mirrors the /agent.txt document served by the website.
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