How do I install Dense Evolution?

Copy the stdio config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does Dense Evolution need an API key?

The publisher lists these environment variables: DENSE_EVOLUTION_KERNEL_URL.

What transport does Dense Evolution use?

Dense Evolution runs locally over stdio.

When was Dense Evolution last checked?

Last checked 2026-11-10. Real quantum circuit simulator, VQE, molecular Hamiltonians, QM/MM forces, and MD via 21 tools.

Dense Evolution MCP server

Power your agent

Add this server

The publisher's own command. Not a PlugMCP endpoint.

Add to Cursor Add to VS Code Run on PlugMCP

Host a copy with our keys and logs.

Local command

uvx dense-evolution==8.1.52

Credentials from the publisher

DENSE_EVOLUTION_KERNEL_URL — URL of the running Dense-Evolution Composer kernel. Start it first with 'dense-evolution serve' (requires the [composer] extra). Defaults to http://127.0.0.1:8800.

Claude Code has no install link for a local command. Copy the command below and run it in a terminal.

shClaude Code

1DENSE_EVOLUTION_KERNEL_URL=<value> claude mcp add io.github.tatopenn-cell-dense-evolution -- uvx dense-evolution==8.1.52

Run in a terminal.

jsonClaude Desktop

1{2  "mcpServers": {3    "io.github.tatopenn-cell-dense-evolution": {4      "command": "uvx",5      "args": [6        "dense-evolution==8.1.52"7      ],8      "env": {9        "DENSE_EVOLUTION_KERNEL_URL": "<value>"10      }11    }12  }13}

claude_desktop_config.json

Local · pypiPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Local

Transport: stdio
Version: 8.1.52
API key

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Dense Evolution

Add this server

Host a copy with our keys and logs.

Server facts

Tools

Questions

How do I install Dense Evolution?

Does Dense Evolution need an API key?

What transport does Dense Evolution use?

When was Dense Evolution last checked?

Documentation