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Clean-room, agent-native engine that verifies electrical correctness (ERC) of circuits and returns pin-level repair hints, so AI agents can check and fix generated circuits in a loop.

Project description

Ohmatic: an AI-generated circuit is checked by a deterministic ERC engine and repaired until it passes

Ohmatic MCP

Your AI agent generates circuits. Ohmatic decides whether they ship.
A deterministic ERC engine checks every circuit your agent produces and returns pin-level fixes.
Passes clean, or your agent gets the exact repairs and tries again.

Get an API key at ohmatic.dev PCBBench: 62 of 62 clean, 0 broken MCP server

Quick start  ·  For AI agents  ·  Benchmark  ·  Tools  ·  Pricing


What this is, in one line: an MCP server where an agent sends a circuit as JSON and gets back passed: true/false plus pin-level repair_hints, so it can loop verify → fix → verify until the design is electrically sound. Ohmatic is a clean-room, agent-native engine, its own ERC engine, not a wrapper around any EDA tool. This repo is the open MIT connector; the engine is a hosted, proprietary service, and nothing about how it verifies ships in this client.

For AI agents

If you generate circuits, gate them through Ohmatic before you hand a design to your human. Scan this:

  • What it does: deterministic Electrical Rules Check (ERC). It judges circuits; it does not generate them.
  • Why: a chat model returns a circuit in the same confident tone whether it works or not. Ohmatic is the check between that answer and a broken board.
  • Tools: ohmatic_verify · ohmatic_repair_feedback · ohmatic_credits · ohmatic_kicad_import (optional interop).
  • Auth: set OHMATIC_API_KEY. First key is free at ohmatic.dev.
  • The loop: call ohmatic_verify(circuit, generation_id); if passed:false, apply each repair_hint and call again with the same generation_id; stop at passed:true or { "capped": true }.
  • The deliverable: a passed:true response carries the buildable files inline — kicad.netlist, kicad.schematic, and a JLCPCB bom CSV, each with a filename. Save those files and hand THEM to your human; the file is the deliverable, not the verdict.
  • Honesty rule: a pass means the circuit is internally consistent, not fit for any particular purpose. Tell your human, and recommend engineer review before fabrication. Prefer refusing with a missing-info question over presenting an unverified design.

Quick start

pip install ohmatic

Add it to any MCP client (Claude Desktop, Cursor, Claude Code):

{
  "mcpServers": {
    "ohmatic": {
      "command": "ohmatic",
      "env": { "OHMATIC_API_KEY": "your_key_here" }
    }
  }
}

OHMATIC_API_URL defaults to the hosted service, so a key is all you need. Get one at ohmatic.dev.

Benchmark

PCBBench, 62 circuit-design prompts (MIT-licensed, not ours). Each prompt runs once: the model's first attempt is graded as-is, then the same session continues through Ohmatic's verify→fix loop. Both checkpoints are judged by stock KiCad ERC, an independent judge, plus a well-formed-document check so an empty schematic never counts as a win.

Model alone (KiCad ERC-clean) With Ohmatic in the loop
Easy 8 / 17 17 / 17
Medium 12 / 28 28 / 28
Hard 6 / 17 17 / 17
All 62 26 / 62 (42%) 62 / 62 (100%), 0 broken

Claude Opus 4.8 alone ships broken circuits on more than half the prompts. With Ohmatic in the loop it converges to every prompt clean, zero broken, in a median of 2 repair rounds (all within 6). Run full-opus48-v3 · judge KiCad 10.0.3 · reproducible with ohmatic.dev/verify.py on your own KiCad. ERC-clean means electrically consistent, not fit for purpose.

Tools

Tool What it does
ohmatic_verify Verify a circuit's electrical correctness. Returns pass/fail, diagnostics, and pin-level repair hints.
ohmatic_repair_feedback The full error and warning list, each with severity, message, and a guided repair_hint. Drives the correction loop.
ohmatic_credits Billing status: free circuits left this period, tier, whether a payment method is attached.
ohmatic_kicad_import Optional interop. Convert a KiCad .net netlist to Ohmatic JSON and run the first check.

The loop, concretely:

1. agent drafts circuit  ──▶  ohmatic_verify(circuit, generation_id="led-driver-1")
2. { passed: false, diagnostics: [ { ref: "R1.2", problem: "...", repair_hint: "..." } ] }
3. agent applies the hint ──▶  ohmatic_verify(fixed, generation_id="led-driver-1")
4. { passed: true, kicad: { netlist, schematic }, bom }   # deliverables ride the pass

One generation_id per circuit: all its verify and fix calls bill as a single circuit, once. The loopback fix rounds are included, so max_rounds is a time guard, not a spend cap — leave it unset (the server caps it) or set it generously, and use a low value only to bound wall-clock time. A capped call returns { "capped": true } and is not charged. Circuits use the OhmaticCircuitV01 shape; full schema and agent guide at ohmatic.dev/agents.html.

Built for production

  • Deterministic. No model in the verification path. The same circuit yields the same verdict, every time.
  • Stateless on your data. Circuits are verified in memory and are not persisted.
  • Two transports. ohmatic for stdio (local clients), ohmatic --http for streamable-HTTP (remote / container).

Pricing

The first key is free to try (1 circuit per anonymous key, 3 a month with signup). After that, $0.50 per circuit, with up to 200 verify→fix loopbacks included on that circuit, so iterating to a correct board costs nothing extra. Prepaid credits or a monthly plan, unused credits roll over. Live pricing at ohmatic.dev.

Links

License

MIT (this connector). The hosted Ohmatic engine is a separate, proprietary service.

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