io.github.jonahthan433/cortexcloud

repo:https://github.com/jonahthan433/cortexcloud-mcp

Pay-per-call QUBO/Ising optimization for AI agents via x402 (USDC on Base). No API keys.

transport:: remote
credential class:: self-provisionable
repo:: https://github.com/jonahthan433/cortexcloud-mcp

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Tools

cortex_estimate_optimization
Analyze an optimization problem for free — returns a machine-readable decision block: recommended mode/backend, estimated runtime, USDC price, benchmark evidence. Always call this before paying for cortex_optimize.
shallow
cortex_get_job
Poll an optimization job by id. Free — returns status, solution, objective, error.
shallow
cortex_list_backends
List solver backends (classical/hybrid/quantum) with live availability and verified flag. Free — check before choosing a mode.
shallow
cortex_optimize
Solve a QUBO/Ising optimization problem (x402-paid, USDC on Base). Returns a job_id to poll with cortex_get_job. Prices per successful run: classical $0.05, hybrid $0.10, quantum $1.503 (exact price quoted by POST /v1/estimate before payment). Use mode=auto unless you specifically need quantum.
shallow

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