Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer).
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"dwf": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/kenosinc/dwf-mcp-server:0.2.1"
]
}
}
}Run this in your terminal
claude mcp add dwf -- docker run -i --rm ghcr.io/kenosinc/dwf-mcp-server:0.2.1Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"dwf": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/kenosinc/dwf-mcp-server:0.2.1"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"dwf": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/kenosinc/dwf-mcp-server:0.2.1"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
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Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account KenosInc, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.2.1) reached the registry 6 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Docker on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, First Sale Scout
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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MCP Server for Digilent WaveForms instruments — oscilloscope, arbitrary waveform generator (AWG), and logic analyzer. Built on dwfpy, a Python binding for the Digilent WaveForms SDK (libdwf).
libdwf.so is added via a derived Dockerfile layer (see Installation).root:root 0664. If the container cannot find any devices, add a udev rule on the host: # /etc/udev/rules.d/99-digilent.rules
SUBSYSTEM=="usb", ATTRS{idVendor}=="1443", MODE="0666"
Then reload: `sudo udevadm control --reload-rules && sudo udevadm trigger`
The public Docker image does not bundle any Digilent proprietary software (Adept 2 Runtime, WaveForms SDK / libdwf.so). You must create a derived image that adds them.
Create a file named Dockerfile.dwf:
FROM ghcr.io/kenosinc/dwf-mcp-server:latest
ARG ADEPT_VERSION=2.27.9 ARG WAVEFORMS_VERSION=3.24.4 RUN ARCH="$(dpkg --print-architecture)" \ && apt-get update \ && apt-get install -y --no-install-recommends curl \ && curl -fsSL "https://files.digilent.com/Software/Adept2%20Runtime/${ADEPT_VERSION}/digilent.adept.runtime_${ADEPT_VERSION}-${ARCH}.deb" \ -o /tmp/adept-runtime.deb \ && curl -fsSL "https://files.digilent.com/Software/Waveforms/${WAVEFORMS_VERSION}/digilent.waveforms_${WAVEFORMS_VERSION}_${ARCH}.deb" \ -o /tmp/waveforms.deb \ && (apt-get install -y --no-install-recommends /tmp/adept-runtime.deb /tmp/waveforms.deb || true) \ && for cmd in xdg-desktop-menu xdg-icon-resource xdg-mime; do \ printf '#!/bin/sh\nexit 0\n' > "/usr/bin/$cmd" && chmod +x "/usr/bin/$cmd"; \ done \ && dpkg --configure -a \ && apt-get purge -y curl \ && apt-get autoremove -y \ && rm -f /tmp/adept-runtime.deb /tmp/waveforms.deb \ && rm -rf /var/lib/apt/lists/*
docker build -f Dockerfile.dwf -t dwf-mcp-server .
claude mcp add dwf -- docker run -i --rm --privileged dwf-mcp-server
Add to claude_desktop_config.json:
{
"mcpServers": { "dwf": { "command": "docker", "args": [ "run", "-i", "--rm", "--privileged", "dwf-mcp-server" ] } } }
Pass --privileged so the container can access USB devices.
If you have cloned this repository, copy the bundled example to a project-local .mcp.json (which is gitignored) so Claude Code picks it up automatically when opened against this directory:
cp .mcp.example.json .mcp.json
Edit the resulting .mcp.json to match your local image tag or to add other servers; the original .mcp.example.json stays clean and shareable.
| Tool | Description |
|---|---|
list_devices | List all connected Digilent WaveForms devices |
device_info | Get detailed information about a specific device |
analog_capture | Capture analog waveform samples (oscilloscope); supports action="single" / "start" / "read" / "stop" for continuous capture across tool calls |
generate_waveform | Generate an analog signal (AWG): sine, square, triangle, ...; supports action="pulse" / "start" / "stop" for persistent output |
measure | Measure DC voltage, RMS, frequency, period, or peak-to-peak |
power_supply | Control the programmable power supply (V+ / V-) |
digital_capture | Capture digital logic signals (logic analyzer); supports action="single" / "start" / "read" / "stop" for continuous capture across tool calls |
gpio_read | Read the logic level of a digital I/O pin |
gpio_write | Set the logic level of a digital I/O pin |
spi_transfer | Send and receive data over SPI using the digital protocol interface |
device_state | Report per-sub-instrument running/idle status (AWG, scope, LA, power supply) |
close_device | Close the persistent device session and stop all outputs |
device_session_status | Check whether the persistent device session is currently open |
See CLAUDE.md for development setup, coding conventions, and release procedures.
MIT