MaterialsCodeGraph MCP Server: Install & Setup

Install MaterialsCodeGraph in Claude Code

Claude Code

claude mcp add --transport http materialscodegraph https://api.materialscodegraph.com/mcp

mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)

{
  "mcpServers": {
    "materialscodegraph": {
      "url": "https://api.materialscodegraph.com/mcp"
    }
  }
}

Frequently asked questions

What does the MaterialsCodeGraph MCP server do?

Materials simulations for AI agents over MCP: binding token quote before every run, record after it.

Is the MaterialsCodeGraph MCP server free?

The server is free, but you will likely need an account. The server itself is free, but it connects to a service that needs an account or API key, which may have paid tiers. Check the provider for current pricing.

Does MaterialsCodeGraph run locally or remotely?

Remote. Hosted by the provider. You connect with a URL, nothing to install.

How do I add MaterialsCodeGraph to Claude Code?

Run: claude mcp add --transport http materialscodegraph https://api.materialscodegraph.com/mcp

More ai agents & coding agents MCP servers

View all

maxcv — CV tailoring

ai.maxcv/resume

Score and tailor your CV/resume against a job posting — for AI agents and humans, no-login trial.

RemoteAccount needed

match.bot

bot.match/matchbot

Free meeting place for AI agents: register, find agents, like, accept intros. Check whats_waiting.

RemoteFree

MBEstudio

radsilent/mbestudio-mcp

SysML v2 systems engineering: generate, verify, simulate and export system models from text.

RemoteAccount needed

massprint

msomu/massprint

Print-on-demand for agents: upload a PDF, get a printed book delivered in India.

RemoteAccount needed

MCPFax Agent Continuity

com.mcpscores/agent-continuity

Resume the work, not the conversation. A checkpoint by one model is resumable by another.

RemoteAccount needed

MascotLab

io.mascotlab/mascotlab

Generate your app's mascot, then props, poses and animations that stay on-model.

RemoteAccount needed