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devsignal

Signal generator control for the embedded bench — CLI + MCP server for AI agents (Siglent SDG series)

Install / Use

claude mcp add JacobBeningo -- npx -y github:JacobBeningo/devsignal

If the server publishes to npm under a different name, use that package instead — check the repo README.

About this skill
🔌

MCP Server

Model Context Protocol server

Quality Score

71/100

Supported Platforms

Claude Code
Claude Desktop

Tags

Our assessment of devsignal

devsignal scores 71/100 on our quality scale, 3810th of 4,661 Development & Engineering skills we index.

Its MCP Server is 2.8 KB long, well organised into 8 sections with 4 code examples: a solid amount of guidance for an agent.

It has 3 GitHub stars, so there is little community track record yet; judge it on its content.

Substance
26/30
Structure
20/20
Description
12/15
Adoption
3/20
Freshness
11/15

Maintenance, license and trust

  • The repository was last updated about 3 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
  • Our last check on 2026-10-19 found the source still online.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 90/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.

AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

devsignal compared with similar skills

All 4 of these similar skills score higher than devsignal; compare them before choosing.

SkillScoreStarsUpdatedFormat
devsignal (this skill)by JacobBeningo7133mo agoMCP Server
Agent-Reachby Panniantong100106.0k4d agoCLAUDE.md
taste-skillby Leonxlnx100105.1ktodayCLAUDE.md
headroomby headroomlabs-ai10078.2ktodayCLAUDE.md
ai-job-searchby ai-job-search-dev10067.4k2d agoCLAUDE.md

Frequently asked questions

How do I install devsignal?
Run claude mcp add JacobBeningo -- npx -y github:JacobBeningo/devsignal. The install tabs above show the steps for each supported agent.
Which AI agents does devsignal work with?
It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
Is devsignal safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It is MIT-licensed and scores 90/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is devsignal still maintained?
The repository was last updated about 3 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.

devsignal

Agent-friendly signal generator control for the embedded bench, built for the Agentic Firmware Workbench. Configure waveforms and switch outputs on Siglent SDG-series generators — from the command line or from an AI agent via MCP.

Sibling of devpower (USB power control). Typical use: an agent testing an ADC driver or input-capture firmware needs a known stimulus — it sets a 1 kHz sine at 2 Vpp, enables the output, runs the test, and switches the output off.

Supported hardware

Built and verified against the SDG2042X; the C{n}:BSWV / C{n}:OUTP SCPI dialect is shared across the Siglent SDG family (SDG1000X/2000X/6000X), so other models are expected to work.

Transport is PyVISA with the pure-Python pyvisa-py backend:

  • USB (USBTMC): plug in and go — needs libusb (brew install libusb / distro package).
  • LAN: pass --resource "TCPIP::<ip>::INSTR" — no drivers needed.

Install

pip install .

Requires Python 3.10+.

CLI

devsignal list                                  # find instruments (USB)
devsignal idn                                   # identity
devsignal status                                # both channels: wave + output
devsignal wave 1 sine --freq 1000 --amp 3.3     # configure CH1
devsignal wave 1 square --freq 1e6 --amp 3.3 --duty 25
devsignal output 1 on --load HZ                 # enable CH1 into Hi-Z
devsignal output 1 off
devsignal raw "C1:BSWV?"                        # raw SCPI escape hatch
devsignal --json status                         # machine-readable

MCP server

devsignal-mcp runs an MCP server over stdio exposing list_instruments, get_status, set_wave, set_output, and scpi (raw escape hatch), with agent-facing safety guidance baked into the tool descriptions.

Register with Claude Code:

claude mcp add --scope user devsignal devsignal-mcp

Safety notes

  • Load setting scales the delivered voltage. A 50 Ω setting driving a high-impedance input delivers twice the programmed amplitude. Use --load HZ when driving MCU/logic inputs.
  • Session limits (human-in-the-loop): on the first amplitude-affecting MCP call of a session, the user is prompted (MCP elicitation) for the session's max amplitude; agent requests above it require explicit user approval, and raw scpi amplitude changes are gated the same way. Hosts without elicitation support fail safe (over-limit requests are refused).
  • Hard ceiling: set DEVSIGNAL_MAX_VPP (e.g. 3.3) in the MCP server's environment and nothing above it is accepted - not even with in-session user approval.
  • Configure the waveform first, verify with status, then enable the output.

Development

pip install -e ".[dev]"
pytest

The test suite runs against a fake VISA layer — no instrument required.

License

MIT

Related Skills

View on GitHub
GitHub Stars3
CategoryDevelopment
Updated3mo ago
Forks0

Languages

Python

Trust signals

90/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

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