Qiskit Gym MCP Server

An MCP server enabling AI agents to perform reinforcement learning-based quantum circuit synthesis. It supports training RL agents for permutation (SWAP routing), linear function (CNOT synthesis), and Clifford circuit synthesis. Features include background training with polling, model persistence, TensorBoard integration, and access to exact IBM Quantum hardware coupling maps for targeted training on specific topologies like Heron and Nighthawk.

Package and access

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Community listingLocal stdioSource reviewed; not executedPublished by Qiskit

You need:pip install qiskit-gym-mcp-server

Vendor documentation

What you can do with it

Train RL agents to synthesize optimal Clifford circuits on custom grid topologies
Extract connected subgraphs from IBM hardware coupling maps for targeted training
Run long training sessions in background threads with status polling
Access exact coupling maps from IBM Quantum fake backends offline

Source and maintenance

Community listingRegistry 0.4.2

mcp-registry: io.github.Qiskit/qiskit-gym-mcp-server@0.4.2 Source repository Project website

Maintenance checked: Nov 1, 2026, 5:34 AM UTC

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

qiskit-gym-mcp-server 0.4.2

pypiuvx

qiskit-gym-mcp-server package definition

{
  "version": "0.4.2",
  "transport": "stdio",
  "identifier": "qiskit-gym-mcp-server",
  "runtimeHint": "uvx",
  "registryType": "pypi"
}

Tools

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No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "qiskit-gym-mcp-server": {
      "command": "uvx",
      "args": [
        "qiskit-gym-mcp-server==0.4.2"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "qiskit-gym-mcp-server": {
      "command": "uvx",
      "args": [
        "qiskit-gym-mcp-server==0.4.2"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.

VS Code configuration

{
  "servers": {
    "qiskit-gym-mcp-server": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "qiskit-gym-mcp-server==0.4.2"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.

Claude Desktop configuration

{
  "mcpServers": {
    "qiskit-gym-mcp-server": {
      "command": "uvx",
      "args": [
        "qiskit-gym-mcp-server==0.4.2"
      ]
    }
  }
}

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