Dense Evolution MCP Server

Name: Dense Evolution MCP Server
Author: io.github.tatopenn-cell

io.github.tatopenn-cell/dense-evolution

Repository Registry

What is the Dense Evolution MCP server?

Real quantum circuit simulator, VQE, molecular Hamiltonians, QM/MM forces, and MD via 21 tools.

How to install Dense Evolution

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

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 Desktop

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "dense-evolution": {
      "command": "uvx",
      "args": [
        "dense-evolution",
        "--from",
        "dense-evolution[mcp]",
        "dense-evolution",
        "mcp"
      ],
      "env": {
        "DENSE_EVOLUTION_KERNEL_URL": "<YOUR_DENSE_EVOLUTION_KERNEL_URL>"
      }
    }
  }
}

Cursor

~/.cursor/mcp.json

{
  "mcpServers": {
    "dense-evolution": {
      "command": "uvx",
      "args": [
        "dense-evolution",
        "--from",
        "dense-evolution[mcp]",
        "dense-evolution",
        "mcp"
      ],
      "env": {
        "DENSE_EVOLUTION_KERNEL_URL": "<YOUR_DENSE_EVOLUTION_KERNEL_URL>"
      }
    }
  }
}

Windsurf

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "dense-evolution": {
      "command": "uvx",
      "args": [
        "dense-evolution",
        "--from",
        "dense-evolution[mcp]",
        "dense-evolution",
        "mcp"
      ],
      "env": {
        "DENSE_EVOLUTION_KERNEL_URL": "<YOUR_DENSE_EVOLUTION_KERNEL_URL>"
      }
    }
  }
}

VS Code

.vscode/mcp.json

{
  "servers": {
    "dense-evolution": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "dense-evolution",
        "--from",
        "dense-evolution[mcp]",
        "dense-evolution",
        "mcp"
      ],
      "env": {
        "DENSE_EVOLUTION_KERNEL_URL": "<YOUR_DENSE_EVOLUTION_KERNEL_URL>"
      }
    }
  }
}

Claude Code

claude mcp add dense-evolution --env DENSE_EVOLUTION_KERNEL_URL=<YOUR_DENSE_EVOLUTION_KERNEL_URL> -- uvx dense-evolution --from dense-evolution[mcp] dense-evolution mcp