dense-evolution

dense-evolution is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from tatopenn-cell/Dense-Evolution. Its token cost is not measured, scanned A, original, no licence file.

A local simulator for quantum circuits and NISQ systems, meaning quantum computers with current hardware limitations.

In plain words
What is it for?
Simulating quantum circuits with CPU, GPU, or TPU support through the Dense-Evolution Python package.
Why use it?
It allows quantum-circuit experiments to run locally using NumPy or JAX compilation on available processors or accelerators.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

Written for no agent in particular: it speaks MCP, so any client can run it.

Good fit Simulating quantum circuits with CPU, GPU, or TPU support through the Dense-Evolution Python package.

Compare 6 mcp servers from other repositories ↓
Install with agentmods
npx agentmods add mcp/tatopenn-cell/dense-evolution/dense-evolution
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/tatopenn-cell/Dense-Evolution

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for dense-evolution

README.md
[![agentmods](https://agentmods.dev/badge/mcp/tatopenn-cell/dense-evolution/dense-evolution/github.svg)](https://agentmods.dev/mcp/tatopenn-cell/dense-evolution/dense-evolution)
Your own site
<a href="https://agentmods.dev/mcp/tatopenn-cell/dense-evolution/dense-evolution"><img src="https://agentmods.dev/badge/mcp/tatopenn-cell/dense-evolution/dense-evolution/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for dense-evolution

Your own site · 80×15
<a href="https://agentmods.dev/mcp/tatopenn-cell/dense-evolution/dense-evolution"><img src="https://agentmods.dev/badge/mcp/tatopenn-cell/dense-evolution/dense-evolution.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Security

Grade A, and why

dense-evolution scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

listed in the official MCP registry · 13 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 13 lines scan A 313d7c2ba468

Subscribe to this mod's changes

dense-evolution is an MCP server published in the GitHub repository tatopenn-cell/Dense-Evolution (17 stars, last pushed 3d ago), with no licence file. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.