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GitHub - usetraces/traces: supercharged ee tools
benstirling · 2026-06-25 · via Hacker News: Show HN

Open-source tooling for KiCad: semantic component sourcing and schematic review that runs entirely on your machine against your API keys. No accounts, no hosted backend, no billing.

traces sourcing parts inside KiCad

There are three tools:

  1. mcp — a local sourcing server you install into your agent
  2. kicad extension — a KiCad plugin that talks to the local server
  3. semantic rule check (SRC) — a /src skill for Claude Code / Codex

Setup

One command installs all three tools (server, KiCad plugin, /src skill):

git clone https://github.com/usetraces/traces.git
cd traces
./install.sh           # creates .env, installs deps; pulls a local model if no cloud key

./install.sh creates .env for you. Add keys to it as needed, then re-run if you like — sourcing works against the local model with no keys at all. You can also install just one piece: ./install.sh mcp | kicad | skill.

All three tools read keys from the repo-root .env:

Key Needed for
OPENROUTER_API_KEY cloud LLM for sourcing (optional — blank = fully local)
MOUSER_API_KEY Mouser sourcing
DIGIKEY_CLIENT_ID / DIGIKEY_CLIENT_SECRET Digi-Key sourcing
(none) JLCPCB / LCSC sourcing works with no key

Prerequisites: ./install.sh auto-installs uv and (for local mode) Ollama. You need Node.js 20+ and KiCad already present.


1. mcp

A local server that turns natural language ("low-Rds N-MOSFET in SOT-23", "100nF 0402 X7R") into ranked, in-stock parts across JLCPCB/LCSC, Digi-Key, and Mouser. The OpenRouter-backed Node agents interpret each request like an engineer, query the supplier APIs, and the results are merged and ranked in-stock-first, then by footprint match and price.

cd mcp
./install.sh        # uv sync + npm install

Run it as a local HTTP server (what the KiCad extension connects to):

uv run traces-serve   # serves http://127.0.0.1:8000

Or install the stdio MCP into your agent. For Claude Code:

claude mcp add traces -- uv run --directory /path/to/traces/mcp traces-mcp

Tools exposed to the agent:

  • source_component(query, footprint?, suppliers?, max_price?, min_qty?, count?) — ranked in-stock candidates
  • find_datasheet(lcsc) — datasheet PDF URL for an LCSC C-number
  • netlist_check(xml, check) — run a semantic rule check over netlist XML

Override the model with DEFAULT_MODEL in .env (default google/gemini-3.1-flash-lite).

Running fully local (no OpenRouter key)

If OPENROUTER_API_KEY is blank — or set but broken/unreachable — traces automatically falls back to a local Ollama model. No key, nothing leaves your machine. The model is OLLAMA_MODEL (default gemma4).

./install.sh sets this up for you: when there's no OpenRouter key it installs Ollama and pulls OLLAMA_MODEL. To do it by hand, or to use a different tool-capable model (sourcing uses function-calling):

ollama pull gemma4        # verified; qwen2.5 / llama3.1 also work
# leave OPENROUTER_API_KEY blank in .env (OLLAMA_MODEL=gemma4 is the default)
uv run traces-serve

The SRC checks (JSON only) work with any chat model; sourcing needs tool support. Local runs are slower (tens of seconds per sourcing call) but produce the same ranked, in-stock results.

Eval

Smoke-test the pipeline against whichever provider is active:

uv run traces-eval            # sourcing (all suppliers) + SRC checks
uv run traces-eval --src-only # netlist checks only (no tool-calling needed)

Verified end-to-end against local gemma4 via Ollama — both the SRC checks and JLCPCB/Digi-Key/Mouser sourcing pass with no OpenRouter key.


2. kicad extension

A KiCad 10 PCB-editor plugin that reconciles schematic metadata, sources parts into schematic properties, fetches datasheets, pulls KiCad symbols/footprints from LCSC, and runs SRC — all against the local server above.

cd kicad-extension
./install.sh        # copies the plugin into your KiCad plugins dir

Then:

  1. Start the server: (cd ../mcp && uv run traces-serve)
  2. Restart KiCad so it loads the plugin.
  3. Open a saved PCB → Tools → External Plugins → traces.

The plugin points at http://127.0.0.1:8000; it does not require sign-in.


3. semantic rule check (SRC)

A skill for Claude Code / Codex that reviews a local KiCad project for semantic net problems ERC can't catch — net-label typos, inconsistent bus naming, orphan (single-pin) nets, and near-duplicate net names. The agent does the reasoning directly, so no server or key is needed.

Install the skill (Claude Code example):

mkdir -p ~/.claude/skills/src
cp src/SKILL.md ~/.claude/skills/src/

Then, from a directory containing a KiCad project:

See src/SKILL.md for what each check flags.


Architecture

traces/
├── mcp/              # local sourcing server (FastMCP + FastAPI + Node agents)
│   └── src/traces_mcp/
│       ├── mcp_server.py   # stdio MCP  (traces-mcp)
│       ├── app.py          # local HTTP (traces-serve) for the KiCad extension
│       ├── semantic.py     # cross-supplier ranking
│       ├── suppliers/      # JLCPCB / Digi-Key / Mouser clients + sourcing
│       ├── netlist.py      # SRC checks (OpenRouter or local Ollama)
│       ├── library.py      # LCSC symbol/footprint via easyeda2kicad
│       └── agents/*.mjs    # sourcing agents (Node, OpenAI-compatible)
├── kicad-extension/  # KiCad plugin (traces.py)
└── src/              # the /src SRC skill (SKILL.md)

The KiCad extension speaks the same /jobs/* submit-and-poll contract the old hosted backend used, so the local server is a drop-in: requests are computed inline with an in-memory job store — no Redis, no auth, no billing.

What changed from the hosted version

This repo is the open-source extraction of the original hosted product. Removed: Supabase auth, Stripe billing, the marketing site / dashboard / stats pages, the Redis + ARQ job queue, and all account/sign-in flows. The sourcing engine, the KiCad plugin, and the SRC checks are preserved and rewired to run locally.

License

MIT — see LICENSE.