The real catalog of tools for AI agents

MCP server exposing Qiskit 2.3.1 quantum computing functionality

MCP server for IBM Quantum computing services through Qiskit IBM Runtime

MCP server for Qiskit quantum computing with circuit serialization utilities

Deterministic stock screening, backtesting, and factor analysis for AI trading agents

IBM Quantum OpenQASM 2.0 MCP — list backends, submit QASM, poll jobs, get histograms.

Quantum computing jobs, arXiv papers & researcher profiles from qubitsok.com

MCP server for qiskit-gym reinforcement learning quantum circuit synthesis

Quantum error-correction feasibility: success probability, qubit overhead, records, trends.

Efficient context management: code search, evidence packs, and memory for coding agents.

Scientific compute for AI agents: symbolic, numerical, quantum, chemistry, ODE. Paid via x402.

MCP server for AI Transpiler IBM Quantum services

AI triage for quantum computing POC proposals. Screens before budget is allocated.

GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodinger simulations

Bee governed intelligence for chat, code, research, documents, and memory.

Agent-native post-quantum blockchain. 11 tools: send, balance, quantum oracle metrics. Flat fee.

Scan code for quantum-vulnerable cryptography and get NIST post-quantum migration guidance.

QuantumOracle — 18 post-quantum crypto tools: Kyber, Dilithium, hybrid schemes, migration.

MEOK AI Labs - quantum-scoring MCP server extracted from SOV3

OQMD (Open Quantum Materials Database) MCP.

Read RoRo Academy quantum computing lessons and list RoRo Quantum's simulators and hardware.