mcpbeat Sign in

Quantum MCP Server

local only

Quantum MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 83 installs a week from pypi. Last commit 2 May 2026.

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

Installs per day peak 50 · avg 13 · -12% w/w
a month agotoday
83
Installs / week
pypi · scicomp-quantum-mcp
2
Stars
0 open issues
2 May 2026
Last commit
0 releases in 90 days
MIT
License
Python

What the code does

We read the source, 22 h ago · rules 3dff92dd89df

A tool parameter reaches a dangerous call

A value the model can set ends up inside a file or shell call. That is not a flaw by itself — for a terminal server it is the job — but it is where things go wrong when it is not.

A tool parameter reaches a dangerous call matrix_multiply.use_gpu → servers/math-mcp/src/math_mcp/server.py:645, optimize_function.function → servers/math-mcp/src/math_mcp/server.py:793, optimize_function.function → servers/math-mcp/src/math_mcp/server.py:831 и ещё 7
            arr = ensure_array(eval(func_str, namespace).astype(dtype), use_gpu=use_gpu)  # noqa: PGH001
Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

File ships in the package but is absent from the source [пакет] src/quantum_mcp/__init__.py:1, [пакет] src/quantum_mcp/server.py:1
этот файл ставится пользователю, но в репозитории его нет
            arr = ensure_array(eval(func_str, namespace).astype(dtype), use_gpu=use_gpu)  # noqa: PGH001
In the project's build, not in the package

Found in continuous integration, deployment or infrastructure files, or in a neighbouring package of the same monorepo. None of this is installed when you add the server: it describes how the project is built and released. We list it because a leaked key in a build pipeline is still a real problem, but it is not something this server does on your machine.

Builds a database query by concatenation .github/workflows/publish.yml:60
      - name: Update version in pyproject.toml
        run: |
          cd ${{ matrix.package }}

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

A tool parameter here reaches a dangerous call

That is not a flaw by itself — but it is where things go wrong when it is not the job. We re-read this code on every release. Watch it and you hear from us the day another one appears.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add quantum-mcp -- uvx scicomp-quantum-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "quantum-mcp": {
      "args": [
        "scicomp-quantum-mcp"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.quantum-mcp]
command = "uvx"
args = ["scicomp-quantum-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "quantum-mcp": {
      "args": [
        "scicomp-quantum-mcp"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "quantum-mcp": {
      "args": [
        "scicomp-quantum-mcp"
      ],
      "command": "uvx"
    }
  }
}

Alternatives to Quantum MCP

same job, measured the same way
Molecular MCP
by andylbrummer

GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

72 installs/wk local only
Math MCP
by andylbrummer

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

82 installs/wk local only
MCP Qiskit
by daedalus

MCP server exposing Qiskit 2.3.1 quantum computing functionality

68 installs/wk local only
Neural MCP
by andylbrummer

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

70 installs/wk local only
Federated AI Commons
by toby-self

MCP server for a federated AI-commons governance simulation with a verified compliance oracle.

65 installs/wk local only
Meok Quantum Scoring MCP
by csoai-org

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

129 installs/wk local only
Device Manager MCP
by vladkarpman

MCP server for fast Android device interaction with scrcpy acceleration (~50ms latency).

118 installs/wk local only
EPANET MCP Server
by applied-artificial-intelligence-eurecat

MCP server for EPANET water-distribution network simulation and scenario analysis.

121 installs/wk local only

Quantum MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Quantum MCP?
Quantum MCP runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package scicomp-quantum-mcp was installed 83 times last week.
How do I connect Quantum MCP?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls scicomp-quantum-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use Quantum MCP?
The pypi package scicomp-quantum-mcp was installed 83 times in the last week. Week over week that is -12%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Quantum MCP open source?
Yes — it is published under the MIT licence, written in Python and 2 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.