Dense Evolution
Rank #2,140io.github.tatopenn-cell/dense-evolution
Real quantum circuit simulator, VQE, molecular Hamiltonians, QM/MM forces, and MD via 21 tools.
Dense Evolution is a Model Context Protocol (MCP) server published by tatopenn-cell. It ranks #2,140 of 132,046 servers tracked on MCP Toplist, and its repository has 16 GitHub stars. Dense Evolution is listed on Official MCP, with 1 tracked version. It was first listed on Aug 8, 2026 and most recently updated on Aug 8, 2026.
Ranks ahead of 129,906 of 132,046 servers on MCP Toplist.
Use Dense Evolution
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add dense-evolution -e "DENSE_EVOLUTION_KERNEL_URL=<your DENSE_EVOLUTION_KERNEL_URL>" -- uvx --from "dense-evolution[mcp]" dense-evolution dense-evolution mcpReplace each placeholder with your own value before saving.
[mcp_servers.dense-evolution]
command = "uvx"
args = ["--from", "dense-evolution[mcp]", "dense-evolution", "dense-evolution", "mcp"]
[mcp_servers.dense-evolution.env]
DENSE_EVOLUTION_KERNEL_URL = "<your DENSE_EVOLUTION_KERNEL_URL>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"dense-evolution": {
"command": "uvx",
"args": [
"--from",
"dense-evolution[mcp]",
"dense-evolution",
"dense-evolution",
"mcp"
],
"env": {
"DENSE_EVOLUTION_KERNEL_URL": "<your DENSE_EVOLUTION_KERNEL_URL>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"dense-evolution": {
"command": "uvx",
"args": [
"--from",
"dense-evolution[mcp]",
"dense-evolution",
"dense-evolution",
"mcp"
],
"env": {
"DENSE_EVOLUTION_KERNEL_URL": "<your DENSE_EVOLUTION_KERNEL_URL>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"dense-evolution": {
"type": "stdio",
"command": "uvx",
"args": [
"--from",
"dense-evolution[mcp]",
"dense-evolution",
"dense-evolution",
"mcp"
],
"env": {
"DENSE_EVOLUTION_KERNEL_URL": "<your DENSE_EVOLUTION_KERNEL_URL>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"dense-evolution": {
"command": "uvx",
"args": [
"--from",
"dense-evolution[mcp]",
"dense-evolution",
"dense-evolution",
"mcp"
],
"env": {
"DENSE_EVOLUTION_KERNEL_URL": "<your DENSE_EVOLUTION_KERNEL_URL>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"dense-evolution": {
"command": "uvx",
"args": [
"--from",
"dense-evolution[mcp]",
"dense-evolution",
"dense-evolution",
"mcp"
],
"env": {
"DENSE_EVOLUTION_KERNEL_URL": "<your DENSE_EVOLUTION_KERNEL_URL>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.tatopenn-cell%2Fdense-evolution)<a href="https://mcptoplist.com/server/io.github.tatopenn-cell%2Fdense-evolution"><img src="https://mcptoplist.com/badge/io.github.tatopenn-cell%2Fdense-evolution.svg" alt="MCP Toplist: Top 5% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
tatopenn-cell
Available versions (1)
| Version | Published |
|---|---|
| 8.1.52 | Aug 8, 2026 |
Frequently asked questions
- Who maintains Dense Evolution?
- Dense Evolution is maintained by tatopenn-cell, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
- Is Dense Evolution listed on the Official MCP Registry?
- Yes — Dense Evolution is listed on the Official MCP Registry.
- How many versions does Dense Evolution have?
- MCP Toplist tracks 1 version of Dense Evolution, most recently published on Aug 8, 2026.
- Where can I find the source code for Dense Evolution?
- The source code for Dense Evolution is hosted at github.com/tatopenn-cell/Dense-Evolution.
Do you run this server?
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