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Anvil MCP Server

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Local physics/chemistry bench as MCP: plain words in, 12-domain simulations out.

About

Local physics/chemistry bench as MCP: plain words in, 12-domain simulations out.

Security Report

0.0
Use Caution0.0Moderate Risk

4 tools verified · Open access · No issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Remote servers are capped at 8.0 because source code is not available for review. The score reflects endpoint verification only.

How to Install

Add this to your MCP configuration file:

{
  "mcpServers": {
    "io-github-the-warl0ck-anvil-mcp": {
      "args": [
        "-y",
        "anvil-mcp"
      ],
      "command": "npx"
    }
  }
}

Documentation

View on GitHub

From the project's GitHub README.

anvil-mcp

Anvil — a full workbench for your agent.

No cloud. No Bridge. No API key. No LLM inside — the tools are pure computation; your agent host brings the thinking.

Plain words in — your agent forges the design, tests it against proof metrics, iterates until it passes, and hands you the file. You never touch a tool.

30 seconds

you:    "I need a 5-stage CMOS ring oscillator at 7nm — prove it works
         before I print anything."

agent:  anvil.forge  → blueprint: silicon · 8 nodes · "5-stage ring at 7 nm, VDD 0.75 V."
        anvil.solve  → [pass] Joule power · [pass] junction temp · [warn] EM margin thin
        anvil.forge  → widens the vias, re-forges
        anvil.solve  → all metrics pass
        anvil.export → 532 triangles of ASCII STL

you get: the printable file, plus the proof it works.

Install

Requires Node ≥ 20. No build step needed for use:

npx github:The-Warl0ck/anvil-mcp

Or clone and run:

git clone https://github.com/The-Warl0ck/anvil-mcp
cd anvil-mcp
npm install
npm run build
npm start

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "anvil": {
      "command": "npx",
      "args": ["github:The-Warl0ck/anvil-mcp"]
    }
  }
}

Tools

ToolInputOutput
anvil.domains{}The 12 domains and what each simulates
anvil.forge{ intent, domain? }Blueprint JSON + rationale (offline — no LLM in the tool itself)
anvil.solve{ blueprint, steps? }SimSnapshot + ProofMetric[] with real numbers
anvil.export{ blueprint, format }STL (ASCII) or OBJ text for 3D printing / CAD

The 12 domains

silicon (nets, delay, heat, electromigration) · cellular (membranes, ions, morphogens) · quantum (wells, tunneling, decoherence) · neural (spikes, region flows) · mechanical (stress, modes, yield) · chemistry (mass-action kinetics, ΔH, equilibrium) · architecture (plans, interiors, circulation) · metallurgy (alloys, CE, melt, print window) · robotics (arms, torque, reach, payload) · machines (engines, gears, printable parts) · optics (geometry, gnomon, shadows, sundials) · sky (sun position / ephemeris)

How it works

  1. anvil.forge — readIntent scores your words against per-domain keyword sets, picks a domain, and forgeOffline builds a schematic graph (nodes, edges, physical params) from templates plus your numbers (e.g. "7nm", "5-stage", "0.75 V"). Pure local compute.
  2. anvil.solve — createSolver dispatches to the domain solver (Kirchhoff MNA for silicon, Euler–Bernoulli for mechanical, mass-action for chemistry, …), steps it, and returns a snapshot plus proof metrics — checks with real tolerances and statuses.
  3. anvil.export — blueprint geometry meshed to ASCII STL or OBJ text.

Everything runs in-process. There is no network call anywhere in the default path.

Config

Optional — nothing is required to run:

ANVIL_HOME=~/.anvil   # where saved designs / assets / exports live (default ~/.anvil)

Notes

  • Any OpenAI-compatible "mouth" (LM Studio, etc.) is a future opt-in, not part of v1. The kernel speaks blueprints, not prose, and that's the point.
  • anvil.solve returns a deterministic snapshot after N steps of the solver's recommended dt — no wall-clock randomness.
  • Apache-2.0. See LICENSE.

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