Quantum Suitability Validator MCP

MCP server that screens quantum computing POC proposals against expert decision rules -- before your agent escalates any initiative to a committee, allocates budget, or routes to a specialist.

What it does

Enterprise innovation agents and R&D workflow agents process backlogs of proposed technology initiatives tagged as potential quantum computing candidates. Before escalating any candidate to a human committee, allocating POC budget, or routing to a quantum specialist, the agent calls quantum_assess_problem to produce an auditable triage verdict.

This server is refusal-first by design. It downgrades or refuses more often than it approves. Every verdict is auditable and machine-readable.

Tools

quantum_assess_problem (Free: 5/month, no key required)

Screens a quantum computing proposal against expert decision rules. Returns:

• verdict: RECOMMENDED_NOW | BENCHMARK_ONLY | HYBRID_ONLY | SIMULATOR_ONLY | NOT_RECOMMENDED | NOT_QUANTUM_AMENABLE | INSUFFICIENT_INFORMATION
• suitability_score: 0.0-1.0
• confidence_score: 0.0-1.0
• problem_class: combinatorial_optimisation | portfolio_optimisation | molecular_simulation | ml_kernel | cryptography_pqc | sampling_monte_carlo | other
• dominant_blockers: specific reasons why the problem fails screening
• hype_flags: detected hype language patterns
• baseline_question: always "What is your classical baseline today, and what metric must improve for this to matter?"
• agent_action: ESCALATE_TO_POC | ROUTE_TO_SIMULATOR | DEFINE_BASELINE_FIRST | REJECT | REQUEST_MORE_INFORMATION

quantum_readiness_report (Pro only)

Full auditable Quantum Readiness Report. Everything from quantum_assess_problem plus:

• recommended_workflow: CLASSICAL_ONLY | HYBRID | SIMULATOR_ONLY | ANNEALING_PATH | GATE_MODEL_VARIATIONAL
• formulation_guidance: QUBO/Ising/variational suitability, estimated binary variables, penalty dominance risk
• hardware_recommendations: hardware family fit scores with access routes (D-Wave Leap, IBM Cloud, IonQ Cloud)
• error_budget_assessment: viability against current noise floors
• classical_baseline_assessment: baseline strength and minimum benchmark requirement
• validation_plan: ordered steps for technical review board submission

Connect

HTTP (Railway -- no install)

{"type": "http", "url": "https://quantum-suitability-validator-mcp-production.up.railway.app"}

stdio (npm -- requires ANTHROPIC_API_KEY)

npx quantum-suitability-validator-mcp

Pricing

• Free: 5 quantum_assess_problem calls/month per IP -- no API key required
• Pro: $199/month -- unlimited quantum_assess_problem + full quantum_readiness_report
• Enterprise: $499/month -- volume + SLA

Upgrade: kordagencies.com

Legal

AI-assisted triage -- NOT a substitute for experimental physicist review. Results are for informational and planning purposes only and do not constitute expert quantum computing advice. Full terms: kordagencies.com/terms.html

Kord Agencies Pte Ltd, Singapore