protein-design

protein-design is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from jasonkim8652/protein-design-mcp. Its token cost is not measured, scanned A, original, Apache-2.0.

A local MCP server for designing proteins, which are molecules whose shapes and sequences affect how living systems work. It runs in a Docker container with model and data directories and a GPU device.

In plain words
What is it for?
Use it for protein-design tasks supported by the installed Docker image and models.
Why use it?
It gives an AI assistant access to the configured protein-design models and data through MCP.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

Written for no agent in particular: it speaks MCP, so any client can run it. Also seen: listed in a Claude config.

Not installable: its command points at a path on the author’s own machine, so it runs nowhere else. The line is /home/jk661/projects/protein-design-mcp/models:/models.

Good fit Use it for protein-design tasks supported by the installed Docker image and models.

Compare 6 mcp servers from other repositories ↓
Install

Getting it into your agent

There is no command for this one: it runs only inside a plugin, and the catalogue could not identify which plugin ships it. The source is linked below.

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 protein-design

README.md
[![agentmods](https://agentmods.dev/badge/mcp/jasonkim8652/protein-design-mcp/protein-design/github.svg)](https://agentmods.dev/mcp/jasonkim8652/protein-design-mcp/protein-design)
Your own site
<a href="https://agentmods.dev/mcp/jasonkim8652/protein-design-mcp/protein-design"><img src="https://agentmods.dev/badge/mcp/jasonkim8652/protein-design-mcp/protein-design/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 protein-design

Your own site · 80×15
<a href="https://agentmods.dev/mcp/jasonkim8652/protein-design-mcp/protein-design"><img src="https://agentmods.dev/badge/mcp/jasonkim8652/protein-design-mcp/protein-design.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 original No closer match found in the catalogue.
Security

Grade A, and why

protein-design 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 12d 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

.mcp.json · 22 lines

What it actually says

{
  "protein-design": {
    "type": "stdio",
    "command": "docker",
    "args": [
      "run",
      "-i",
      "--rm",
      "--network",
      "host",
      "--gpus",
      "device=7",
      "-e",
      "SKIP_MODEL_DOWNLOAD=true",
      "-v",
      "/home/jk661/projects/protein-design-mcp/models:/models",
      "-v",
      "/home/jk661/projects/protein-design-mcp/data:/data",
      "protein-design-mcp:local"
    ]
  }
}
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. 12d ago First seen · 22 lines scan A 2a26b9e544fd

Subscribe to this mod's changes

protein-design is an MCP server published in the GitHub repository jasonkim8652/protein-design-mcp (16 stars, last pushed 4mo ago), licensed Apache-2.0. 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.