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 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.
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); ifpassed:false, apply eachrepair_hintand call again with the samegeneration_id; stop atpassed:trueor{ "capped": true }. - The deliverable: a
passed:trueresponse carries the buildable files inline —kicad.netlist,kicad.schematic, and a JLCPCBbomCSV, each with afilename. 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.
ohmaticfor stdio (local clients),ohmatic --httpfor 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
- Website and API keys: ohmatic.dev
- Agent guide: ohmatic.dev/agents.html
- Full reference: ohmatic.dev/llms-full.txt
- OpenAPI: ohmatic.dev/openapi.json
License
MIT (this connector). The hosted Ohmatic engine is a separate, proprietary service.
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