Koskamo

Dense Evolution MCP

A community-hosted MCP server for the Dense Evolution quantum simulation toolkit. It exposes agent-native tooling for JIT-compiling statevector circuits via JAX XLA, supporting up to 28 qubits, noise simulation, VQE, QEC, chemistry calculations, and QM/MM forces. The server integrates with a local Streamlit dashboard and Composer editor.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Dense Evolution MCP logo, by tatopenn-cellCommunity listingLocal stdioSource reviewed; not executedPublished by tatopenn-cell
You need:pip install dense-evolution[mcp]
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 19 GitHub stars

What you can do with it

  • Run quantum circuit simulations up to 28 qubits
  • Perform Variational Quantum Eigensolver (VQE) calculations
  • Simulate molecular Hamiltonians and QM/MM forces
  • Execute quantum error correction (QEC) protocols

Source and maintenance

Community listingRegistry 8.1.52AGPL-3.0
mcp-registry: io.github.tatopenn-cell/dense-evolution@8.1.52Source repository
Last repository push
Latest release
v8.3.2
Maintenance checked

Packages and installation

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

dense-evolution 8.1.52

pypiuvx
dense-evolution package definition
{
  "version": "8.1.52",
  "transport": "stdio",
  "identifier": "dense-evolution",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "packageArguments": [
    {
      "type": "positional",
      "value": "mcp",
      "valueHint": "subcommand"
    }
  ],
  "runtimeArguments": [
    {
      "name": "--from",
      "type": "named",
      "value": "dense-evolution[mcp]"
    },
    {
      "type": "positional",
      "value": "dense-evolution",
      "valueHint": "command"
    }
  ],
  "environmentVariables": [
    {
      "name": "DENSE_EVOLUTION_KERNEL_URL",
      "format": "string",
      "description": "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."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

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

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "dense-evolution-mcp": {
      "command": "uvx",
      "args": [
        "dense-evolution==8.1.52",
        "mcp"
      ],
      "env": {
        "DENSE_EVOLUTION_KERNEL_URL": "<YOUR_DENSE_EVOLUTION_KERNEL_URL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "dense-evolution-mcp": {
      "command": "uvx",
      "args": [
        "dense-evolution==8.1.52",
        "mcp"
      ],
      "env": {
        "DENSE_EVOLUTION_KERNEL_URL": "<YOUR_DENSE_EVOLUTION_KERNEL_URL>"
      }
    }
  }
}

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": {
    "dense-evolution-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "dense-evolution==8.1.52",
        "mcp"
      ],
      "env": {
        "DENSE_EVOLUTION_KERNEL_URL": "<YOUR_DENSE_EVOLUTION_KERNEL_URL>"
      }
    }
  }
}

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": {
    "dense-evolution-mcp": {
      "command": "uvx",
      "args": [
        "dense-evolution==8.1.52",
        "mcp"
      ],
      "env": {
        "DENSE_EVOLUTION_KERNEL_URL": "<YOUR_DENSE_EVOLUTION_KERNEL_URL>"
      }
    }
  }
}

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