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  3. EmbeddedCI BenchPod
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EmbeddedCI BenchPod

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
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Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

One-click editor setup isn’t available for this listing yet β€” we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.

Manual Client & Custom JSON ConfigExpand JSON β–Ύ
No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself β€” its README, its docs, or a verified owner. We haven’t found those for EmbeddedCI BenchPod, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.
Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

embeddedci-python

Python packages for driving an EmbeddedCI BenchPod β€” a hardware-in-the-loop (HIL) tester that powers a target board, flashes it over SWD, talks to its UART, I2C and CAN, and drives and measures its analog and logic signals β€” from pytest, from an AI agent, or from OpenHTF.

Packages

PackagePathWhat it is
embeddedcipackages/embeddedci/The BenchPod SDK and pytest plugin: from embeddedci.benchpod import BenchPod. Connects over the network, USB or the cloud (embeddedci:<device-name>, with an API key or GitHub Actions OIDC).
embeddedci-mcppackages/embeddedci-mcp/An MCP server exposing the SDK as typed tools, so AI agents can drive the bench.
embeddedci-openhtfpackages/embeddedci-openhtf/An OpenHTF plug and phase helpers for driving a pod directly over TCP or serial.

The dependency direction is strictly embeddedci-mcp β†’ embeddedci and embeddedci-openhtf β†’ embeddedci. All three live here so an SDK change and the matching wrapper land in one commit; each is published to PyPI on its own tag.

Versioning and stability

All three packages are on the 2.x line, the first with a stability promise:

  • embeddedci: everything in embeddedci.benchpod.__all__ follows semantic versioning. Units are volts, seconds and hertz; invalid arguments raise ValueError; device state comes back typed. tests/api_surface.json snapshots the public surface.
  • embeddedci-mcp: tool names, input schemas and annotations are frozen for 2.x (tests/tools_surface.json).
  • Consumers depend on embeddedci>=2.0,<3.

The surface snapshot tests fail on any change. When a change is intended and compatible (an addition), refresh them deliberately:

bash
UPDATE_API_SURFACE=1 pytest packages/embeddedci/tests/test_api_surface.py
UPDATE_TOOLS_SURFACE=1 pytest packages/embeddedci-mcp/tests/test_server_runtime.py -k surface

Migration notes: embeddedci, embeddedci-mcp, embeddedci-openhtf.

Layout

Code
embeddedci-python/
β”œβ”€β”€ pyproject.toml            # uv workspace root (not published)
β”œβ”€β”€ packages/
β”‚   β”œβ”€β”€ embeddedci/           # SDK + pytest plugin
β”‚   β”œβ”€β”€ embeddedci-mcp/       # MCP server (console script: embeddedci-mcp)
β”‚   └── embeddedci-openhtf/   # OpenHTF plug (direct TCP/serial)
└── .github/workflows/        # CI for all packages; per-package publish tags

Development

Python 3.10+.

bash
python -m venv .venv && . .venv/bin/activate
pip install -e "packages/embeddedci[dev]" -e "packages/embeddedci-mcp[dev]" -e "packages/embeddedci-openhtf[dev]"
pytest packages/embeddedci packages/embeddedci-mcp packages/embeddedci-openhtf

Hardware tests skip without a pod. To run them against one:

bash
pytest packages/embeddedci --benchpod-connection 192.168.1.213

The board's I/O voltage (3.3 V) is set once in packages/embeddedci/tests/conftest.py; change it there for a 1V8 board.

Running the MCP server

bash
# launched by an MCP client (Claude Code / Claude Desktop / Cursor) over stdio:
embeddedci-mcp --connection 192.168.1.213

# or served over HTTP for a remote bench (a token is required off loopback):
embeddedci-mcp --transport http --host 0.0.0.0 --auth-token "$TOKEN" --connection usb

See packages/embeddedci-mcp/README.md for client configuration and the tool list.

Releasing

Each package publishes from its own tag (embeddedci-v*, embeddedci-mcp-v*, embeddedci-openhtf-v*) via .github/workflows/publish.yml; the tag must match the version in that package's pyproject.toml. Release embeddedci first β€” the other two depend on it from PyPI.

The Python 3.9 placeholder

packages/embeddedci-py39-shim is published into the same PyPI project as embeddedci 0.2.4, from the embeddedci-py39-shim-v* tag. It exists because 2.x requires Python 3.10+: on 3.9 pip skips 2.x and would otherwise resolve to the last 3.9-compatible release (0.2.3), silently handing the user a pre-2.0 API. Yanking the 0.x releases does not fix that β€” pip's install path passes allow_yanked=True and only deprioritises yanked candidates, so when they are the only candidates it installs one anyway. The placeholder pins requires-python = ">=3.9,<3.10", so on 3.9 it is the newest installable version and its import fails with an actionable message, while 3.10+ resolution is untouched.

It is excluded from the uv workspace ([tool.uv.workspace] exclude) because it declares the same package name as packages/embeddedci, and its tag pattern deliberately does not start with embeddedci-v so the main publish job cannot fire on it.

Read the full README β†’View source on GitHub β†’

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Reviews

No reviews yet β€” be the first to share how this listing worked for you.

Frequently Asked Questions about EmbeddedCI BenchPod

We don't have a confirmed install command for EmbeddedCI BenchPod yet, so we don't publish a generated one β€” a guessed package name would point at the wrong package or none at all. Follow the project's own README or setup instructions (https://github.com/embeddedci-com/embeddedci-python) for the current steps.

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Technical Specs & Signals

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Last updatedSep 28, 2026
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27Quality signal: Emerging Β· 27/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20
Documentation & tools11/30
Adoption & activity1/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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