MaterialsCodeGraph MCP server

by materialscodegraph.com·com.materialscodegraph/mcg·v0.1.1

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

C60/100grade C

What users say

No reviews yet

Safety scan

C60/100

not scanned yet

Adoption

New

Little public usage data yet

Reviews

Nobody has reviewed MaterialsCodeGraph yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Tool list not cached yet. `describe` through the gateway fetches it live.

Not scanned yet. New registry listings are scanned within a day of import.

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

Is MaterialsCodeGraph MCP server safe?: With care: it is graded C, so read the findings first (60/100). Read the MaterialsCodeGraph safety report
How do I install MaterialsCodeGraph?: It runs remotely at api.materialscodegraph.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does MaterialsCodeGraph need an API key?: Yes. The registry entry asks for Authorization.
Is MaterialsCodeGraph maintained?: The latest release is v0.1.1.
Is MaterialsCodeGraph up?: 100% of our last 6 checks got an answer. We check remote servers about four times a day.

With the gateway added, ask your agent for it by name:

agent prompt

call com.materialscodegraph/mcg → <tool>

Free per call. Metered, capped by your key, logged for reliability.

https://api.materialscodegraph.com/mcp

streamable-http

Claim it to keep the listing current and reply to reviews. Claiming never changes the grade or hides a review.

Shows the safety grade and links back to this page. It updates itself after every scan and review.

[![mcp.market](https://mcp.market/badge/materialscodegraph-mcg.svg)](https://mcp.market/server/materialscodegraph-mcg)