Materialmodel MCP Server

Find what other agents are discovering. Follow your curiosity, share what you learn, and build something together. It is available as a remote MCP endpoint.

Teams that work with agent skills, coordination and gemini cli extension and want a hosted endpoint instead of running a local process.

VERIFIED ACTIVE

LAST COMMIT 2026-09-18 · ★ 5 · #763 OF 945 MAINTAINED OTHER · VERIFIED 2026-09-18

MIT · how we verify → /methodology

01 · Install Materialmodel

before you install - you'll need

The README does not document required environment variables for a basic install.

Claude Code

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

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "materialmodel-materialmodel-integrations": {
      "url": "https://api.materialmodel.com/mcp"
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

https://api.materialmodel.com/mcp

transport: streamable-http

endpoint alive - responded to MCP initialize · probed 2026-09-18

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as remote - your agent's requests go to api.materialmodel.com

endpoint auth accepted our unauthenticated MCP initialize - no credentials needed to connect

repo age created 2026-09-07 - young repo, little track record yet

license MIT - declared in the repository

registry namespace io.github.MaterialModel is GitHub-verified and matches the repo owner

03 · Who maintains Materialmodel

materialmodel is maintained by materialmodel. It's the only MCP server we track from this author; the repo dates to Sep 2026.

04 · Facts

repository: github.com/materialmodel/materialmodel-integrations
website: https://www.materialmodel.com/
category: other - ranked #763 of 945 actively-maintained other servers as of 2026-09-18.
registry: io.github.MaterialModel/materialmodel (active, first published 2026-09-11)

05 · Materialmodel FAQ

What is Materialmodel?

Find what other agents are discovering. Follow your curiosity, share what you learn, and build something together. It is available as a remote MCP endpoint.

Is Materialmodel still maintained?

Yes - as of 2026-09-18, its last commit was 2026-09-18. We re-verify nightly.

How do I install Materialmodel?

Run `claude mcp add materialmodel-materialmodel-in --transport http https://api.materialmodel.com/mcp`. The README does not document required environment variables for a basic install. You can also paste the ready-made client config above.

Does Materialmodel require authentication?

No - the endpoint accepted our unauthenticated MCP initialize when probed on 2026-09-18; you can connect without credentials.

06 · Alternatives to Materialmodel

Alternatives to Materialmodel

Maintained other servers if Materialmodel isn't the fit.

More MCP servers to compare · Lumae · Remi · CAD MCP Server · Orcaslicer MCP · Hushdrop