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MaterialsCodeGraph

Runs materials simulations such as lattice thermal conductivity calculations via MCP, priced before launch and recorded with artifact hashes.

From $20/moActively maintained

MaterialsCodeGraph: data, price, alternatives
  • Is it safe? We have not read the data policy of MaterialsCodeGraph yet. Read it on the official site before you upload anything.materialscodegraph.com ↗
  • Is it free? From $20/mo · pricing page, read Oct 24, 2026See ↓
  • What else does this? We have not measured alternatives for this one yet. If you know one, add it below.See ↓
At a glancechecked Oct 23, 2026

not read yet

Use

For
materials researchers and engineers computing thermal conductivity from an AI agent
Price
From $20/mopricing page, read Oct 24, 2026
Activity
Actively maintainedsite updated 12 days ago
How it runs
API
Used for
  • price a thermal conductivity calculation before running it
  • run phonon Boltzmann calculations for silicon on kaldo or quantum espresso
  • estimate cure degree of an epoxy after an isothermal hold
read off materialscodegraph.com on Oct 24, 2026
Worth knowingcomputed from what we read · each with its source
Pricingpricing page, read Oct 24, 2026
How a program reaches itfound, not claimed · read Oct 24, 2026
  • MCP servercom.materialscodegraph/mcgverified in the MCP registry
  • Stateanswers, 12 toolschecked 2026-10-24
  • Address to connectapi.materialscodegraph.com/mcp

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

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Questions this page answers
  • What is MaterialsCodeGraph?

    Runs materials simulations such as lattice thermal conductivity calculations via MCP, priced before launch and recorded with artifact hashes.

  • Who is MaterialsCodeGraph for?

    materials researchers and engineers computing thermal conductivity from an AI agent

  • How much does MaterialsCodeGraph cost?

    Paid plans start at $20/mo, per MaterialsCodeGraph's pricing page on 2026-10-24.

  • Do people use MaterialsCodeGraph?

    Little sign of use.

  • Is MaterialsCodeGraph still maintained?

    Actively maintained: site updated 12 days ago.

  • How do I cancel MaterialsCodeGraph?

    In its own words (terms of service, 2026-10-24): “You may cancel at any time; cancellation stops future charges and your tokens stay usable until the end of the paid period.”

  • Does MaterialsCodeGraph give refunds?

    In its own words (terms of service, 2026-10-24): “Once any token from a purchase has been used, that purchase is non-refundable, including the unused remainder of a yearly grant.”

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

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