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EmbeddedCI BenchPod

by embeddedci-comversion 2.13.10i★ 0iRuns on your computer
Registry nameio.github.embeddedci-com/embeddedci-mcp

How to install

What it does

Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.

  • Connects Runs on your computer
  • Account or key Needs BENCHPOD_API_KEY
  • Category Other

Install

Pick the AI app you use, then copy the settings.

Passed 3/3 checks · Runs on your computer

First: which AI do you use?

Pick your app and the steps appear below.

Works with Claude, with some setup first

You need a EmbeddedCI BenchPod key (create it on the maker’s site) · Install Python (uv) on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone

  1. Install Python (uv)

    One time only; it works for every server that needs Python (uv)

    Open the Python (uv) download page ↗

  2. Sign up and create a EmbeddedCI BenchPod key

    Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.

    Open the EmbeddedCI BenchPod site ↗

  3. Open the Claude desktop app’s settings file

    SettingsDeveloperEdit Config

  4. Paste these settings and save the file

    Checking the commands · copy buttons appear once they pass

    Paste the key only into the app’s field, never into a chat or to anyone

  5. Quit Claude and open it again

  6. Try it

    Use EmbeddedCI BenchPod and tell me what you can do for me, then show me one thing

    ✓ If Claude says it is using EmbeddedCI BenchPod or shows a EmbeddedCI BenchPod tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

ChatGPT cannot connect EmbeddedCI BenchPod yet

EmbeddedCI BenchPod runs on your computer, but ChatGPT can only connect servers that run on the web

What you can do instead

A · Use an app that can connect EmbeddedCI BenchPod

  • You need a EmbeddedCI BenchPod key (create it on the maker’s site) · Install Python (uv) on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone
  • You need a EmbeddedCI BenchPod key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
  • You need a EmbeddedCI BenchPod key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
  • You need a EmbeddedCI BenchPod key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)

B · Others in Other that work with ChatGPT

Picked from the most used in the same category, only ones that connect by address with no key

Works with Claude Code, with some setup first

You need a EmbeddedCI BenchPod key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)

  1. Install Python (uv)

    One time only; it works for every server that needs Python (uv)

    Open the Python (uv) download page ↗

  2. Sign up and create a EmbeddedCI BenchPod key

    Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.

    Open the EmbeddedCI BenchPod site ↗

  3. Open Terminal

    Mac: press Command+Space and type Terminal · Windows: open PowerShell

  4. Paste this command and press Enter

    Checking the commands · copy buttons appear once they pass

    Replace “your-value” with your key before pressing Enter

    Paste the key only into the app’s field, never into a chat or to anyone

  5. Type /mcp in Claude Code

    You should see EmbeddedCI BenchPod listed as connected

  6. Try it

    Use EmbeddedCI BenchPod and tell me what you can do for me, then show me one thing

    ✓ If Claude Code says it is using EmbeddedCI BenchPod or shows a EmbeddedCI BenchPod tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with Cursor, with some setup first

You need a EmbeddedCI BenchPod key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)

  1. Install Python (uv)

    One time only; it works for every server that needs Python (uv)

    Open the Python (uv) download page ↗

  2. Sign up and create a EmbeddedCI BenchPod key

    Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.

    Open the EmbeddedCI BenchPod site ↗

  3. Click this button to open Cursor

    Checking the commands · copy buttons appear once they pass

  4. Fill in your key

    In the EmbeddedCI BenchPod settings, BENCHPOD_CONNECTION, BENCHPOD_LA_VOLTAGE, BENCHPOD_API_KEY is empty; add your key and save

    Paste the key only into the app’s field, never into a chat or to anyone

  5. Open the AI chat in Cursor in Agent mode

  6. Try it

    Use EmbeddedCI BenchPod and tell me what you can do for me, then show me one thing

    ✓ If Cursor says it is using EmbeddedCI BenchPod or shows a EmbeddedCI BenchPod tool in the answer, you are connected

Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with VS Code, with some setup first

You need a EmbeddedCI BenchPod key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)

  1. Install Python (uv)

    One time only; it works for every server that needs Python (uv)

    Open the Python (uv) download page ↗

  2. Sign up and create a EmbeddedCI BenchPod key

    Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.

    Open the EmbeddedCI BenchPod site ↗

  3. Click this button to open VS Code

    Checking the commands · copy buttons appear once they pass

  4. Fill in your key

    In the EmbeddedCI BenchPod settings, BENCHPOD_CONNECTION, BENCHPOD_LA_VOLTAGE, BENCHPOD_API_KEY is empty; add your key and save

    Paste the key only into the app’s field, never into a chat or to anyone

  5. Open the AI chat in VS Code in Agent mode

  6. Try it

    Use EmbeddedCI BenchPod and tell me what you can do for me, then show me one thing

    ✓ If VS Code says it is using EmbeddedCI BenchPod or shows a EmbeddedCI BenchPod tool in the answer, you are connected

Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.

See every app that uses MCP →

JSON settings are under “For developers” below

Stuck? Ask people who use EmbeddedCI BenchPod💬 Discussion →
For developers: Terminal commands and JSON settings

Installed on your computer

Claude Code

Checking the commands · copy buttons appear once they pass

Claude Desktop (claude_desktop_config.json)

Checking the commands · copy buttons appear once they pass

Cursor (~/.cursor/mcp.json)

Checking the commands · copy buttons appear once they pass

VS Code (mcp.json)

Checking the commands · copy buttons appear once they pass

Values you fill in

  • BENCHPOD_CONNECTION env
    Default BenchPod connection when neither --connection nor the connect tool gives one.
  • BENCHPOD_LA_VOLTAGE env
    LA I/O voltage (1.8 or 3.3) applied when connecting.
  • BENCHPOD_API_KEY secret env
    embeddedci API key: reach cloud pods (embeddedci: ) and the waveform library.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

At a glance

Downloads per weeki
550/wk
Licencei
Apache-2.0
Connection
Runs on your computer
Latest versioni
2.13.10
Categoryi
Other
Published to registryi
Nov 13, 2026
Code last changedi
Nov 13, 2026
Maker
embeddedci-com
Packages
pypi: embeddedci-mcp
Registry status
Active

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Run on your computer in

ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast

All apps, with pros and cons →

Related guides

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

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 13, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account embeddedci-com, which owns the repo

  • ✓ Pass

    Still maintained

    Code last changed today

  • ✓ Pass

    Has a licence

    Uses Apache-2.0

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Discussion

Ask, share a tip or report that it does not work. Sorted by what people marked helpful.

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User reviews

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Compared with others in Otheri

  • More stars than 0% of the other 19555 servers in this category
  • Published to the registry more recently than 98% of the other 19555 servers in this category
  • Basic checks equal to or better than 100% of the other 19555 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is EmbeddedCI BenchPod safe?

It passed 3 of 3 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.

What keys or codes does it need?

You need to fill in: BENCHPOD_API_KEY

Does it run on my computer or in the cloud?

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).

Is it still maintained?

The GitHub repo last changed today, and the latest version (2.13.10) reached the registry today.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.

What can I use instead?

In the same category: World Monitor, Claude Flow, Windmill

Others in the same category

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

World Monitor

Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 104 tools.

by koala73Widely used★ 90.5KUpdated yesterday

Runs in the cloud✓ service owner · worldmonitor.app

Claude Flow

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

by ruvnetWidely used↓ 13.5K/wk★ 81.6KUpdated 14 months ago

Runs on your computer

Windmill

Run Windmill scripts and flows and manage jobs, schedules, resources and variables.

by windmill-labsWidely used★ 18.6KUpdated yesterday

Runs in the cloud

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

embeddedci-mcp

An MCP server that lets an AI agent drive an EmbeddedCI BenchPod — a hardware-in-the-loop tester wired to a real board. Ask Claude (or any MCP client) to flash a build, power-cycle the target, watch its UART, pretend to be the sensor it expects, probe its I2C/CAN traffic or drive and measure analog signals, and the pod does it.

It is a thin layer over the embeddedci SDK: every tool maps to SDK calls, so anything an agent discovers interactively can become a pytest test.

Requirements

  • Python 3.10+ and uv (for uvx), or pip.
  • A BenchPod reachable over the network, the embeddedci.com cloud, or USB. With firmware 3.9.0 and later, connection usb reaches the full API over the pod's USB network adapter (unless Wi-Fi is configured on the pod, which turns USB networking off); status then reports kind usb_net. A serial device path, or usb on older firmware, is the USB console: status, LA voltage and power only, since the STM32 pod's console has no JSON mode. With several pods plugged into one computer, usb errors and lists them by name; pick one with usb: (for example usb:benchpod-baea06).
  • For flash: OpenOCD with the cmsis_dap_tcp backend (newer than 0.12.0 — e.g. brew install --HEAD open-ocd, or the xPack build) on the machine running the server. The firmware file is read from that machine too. Flashing a build uploaded to embeddedci.com (build/repo/ref) over a cloud connection needs neither: embeddedci.com runs OpenOCD.

Set up your client

Claude Code
claude mcp add benchpod \

-e BENCHPOD_CONNECTION=192.168.1.213 -e BENCHPOD_LA_VOLTAGE=3.3 \ -- uvx embeddedci-mcp

BENCHPOD_LA_VOLTAGE is the board's I/O voltage, configured once here — use 1.8 for a 1V8 board. Without it the agent is told to call set_la_voltage before touching the LA bank.

Both variables are optional. connect picks the pod, first match wins:

  1. its connection argument;
  2. the server default, --connection;
  3. BENCHPOD_CONNECTION;
  4. the default connection benchpod-cli saved with benchpod set-connection (read-only, from ~/.config/benchpod-cli/config.json, or under $XDG_CONFIG_HOME);
  5. mDNS discovery of the one pod on the LAN.

So the CLI, the SDK and the MCP server share one saved connection. With none of the first four, connect looks for a BenchPod on the LAN over mDNS (like discover) and uses it when it finds exactly one. When it finds none or several, the error lists the pods it heard (name and address) and what to pass instead: host[:port], usb, or embeddedci: for a cloud pod (cloud_list_devices lists those). So claude mcp add benchpod -- uvx embeddedci-mcp is enough for a single pod on your network: just ask the agent to connect.

TLS. A network address uses TLS on port 8443 when the pod has it (firmware 3.9.3+) and pins the pod's certificate on first use, in the same known_pods.json as benchpod-cli; older pods stay on plaintext 8080. BENCHPOD_TLS=on|off and BENCHPOD_TLS_CA work as in the SDK. A changed certificate stops connect with both fingerprints: after a deliberate change, the user runs benchpod lan-tls trust. The lan_tls tool shows the certificate and switches HTTPS-only.

Claude Desktop / Cursor

claude_desktop_config.json (Claude Desktop) or .cursor/mcp.json (Cursor):

{

"mcpServers": { "benchpod": { "command": "uvx", "args": ["embeddedci-mcp"], "env": { "BENCHPOD_CONNECTION": "192.168.1.213", "BENCHPOD_LA_VOLTAGE": "3.3" } } } }

Codex

The Codex CLI keeps its MCP servers in ~/.codex/config.toml. Add it with the CLI:

codex mcp add benchpod \

--env BENCHPOD_CONNECTION=192.168.1.213 --env BENCHPOD_LA_VOLTAGE=3.3 \ -- uvx embeddedci-mcp

…or write the entry yourself (codex mcp list shows what is configured):

# ~/.codex/config.toml

[mcp_servers.benchpod] command = "uvx" args = ["embeddedci-mcp"] env = { BENCHPOD_CONNECTION = "192.168.1.213", BENCHPOD_LA_VOLTAGE = "3.3" }

A pod in the cloud

Use the device name and an API key — the cloud transport is included:

"env": {

"BENCHPOD_CONNECTION": "embeddedci:my-bench", "BENCHPOD_API_KEY": "eci_…", "BENCHPOD_LA_VOLTAGE": "3.3" }

Or skip the API key: after benchpod login, the server reuses that session (~/.config/benchpod-cli/token.json, refreshed and written back when it has expired) for cloud_list_devices, connect("embeddedci: ") and, on a LAN or USB connection, the pod's stored wiring profile. BENCHPOD_API_KEY wins when set, and inside GitHub Actions the SDK uses OIDC instead.

cloud_list_devices lists the pods on your account and which are online, without connecting to one; pass a result's connection to connect. The session token behind a cloud connection is renewed before it expires, so a long session keeps working.

A cloud pod is shared, so connect takes an exclusive lease (waiting up to --lease-wait seconds if another run holds it). The lease is released by disconnect, or after --idle-timeout seconds without a tool call — the next call reconnects transparently, so an idle chat never blocks CI on that pod.

Options

FlagEnvironmentDefault
--connectionBENCHPOD_CONNECTIONthe CLI's saved connection, else mDNShost[:port], serial device, usb, usb: , discover, saved, or embeddedci: ; unset = benchpod set-connection's saved one, else find the one pod on the LAN
--la-voltageBENCHPOD_LA_VOLTAGE—LA I/O voltage (1.8 or 3.3) applied on connect
—BENCHPOD_API_KEY—cloud pods and the waveform library (without it, cloud tools use the benchpod login session)
—BENCHPOD_API_BASEhttps://www.embeddedci.comanother embeddedci server
—BENCHPOD_WIRING—wiring profile file (.json/.toml) that wins over the stored profile
—BENCHPOD_WIRING_SOURCEautolocal never asks embeddedci.com for the pod's stored wiring profile
--lease-wait—30cloud: seconds to wait for a busy pod
--idle-timeout—600cloud: release the lease after this many idle seconds (0 = never)
--timeout—30per-command device timeout
--transport—stdiostdio or http
--host / --port—127.0.0.1 / 8000HTTP bind address
--auth-tokenEMBEDDEDCI_MCP_TOKEN—require Authorization: Bearer (mandatory off loopback)
--allowed-host——Host header(s) to accept on a network bind (DNS-rebinding protection)
--allow-unauthenticated—offserve a network address without a token (isolated networks only)
Serving a bench over HTTP

Run the server on the machine next to the pod, and point clients at it:

export EMBEDDEDCI_MCP_TOKEN=$(openssl rand -hex 32)

embeddedci-mcp --transport http --host 0.0.0.0 --connection 192.168.1.213 --la-voltage 3.3

claude mcp add --transport http benchpod http://bench-host:8000/mcp \

--header "Authorization: Bearer $EMBEDDEDCI_MCP_TOKEN"

The server drives real hardware, so it refuses a non-loopback bind without a token. It holds one pod connection shared by all HTTP clients, and serialises their tool calls.

Tools

Every tool, grouped as in the server. Parameters in bold are required; the others are optional and show their default when they have one (no default means "from the wiring profile", "keep the current setting" or "not used"). Units are volts, amps, seconds and hertz. LA channel arguments take a number (1-14) or a name from the wiring profile. Each tool's input schema carries the full description, ranges and enums, so an agent sees more than this table.

Connection
ToolPurposeParameters
connectOpen a connection (closing any previous one) and report status, capabilities and where the wiring profile came from. Without a connection or a configured default (--connection, BENCHPOD_CONNECTION, the CLI's saved connection), finds the one pod on the LAN over mDNS.connection, la_voltage, lease_wait=30
disconnectClose UART/CAN sessions and the connection, releasing a cloud lease.none
statusFirmware, capabilities, LA voltage, open sessions and warnings (works when not connected).none
set_la_voltageSelect the LA I/O voltage to match the DUT (1.8 V needs a rev3 pod).`voltage`
Cloud (embeddedci.com)
ToolPurposeParameters
cloud_list_devicesThe pods on your embeddedci.com organization and whether each is online, without connecting.none
Wiring profile
ToolPurposeParameters
wiringWhich DUT signal is on which LA channel, plus the power rail, UART baud and SWD target.none
set_wiringReplace the wiring profile for this connection, or store it on embeddedci.com.`profile`, save=false
Power
ToolPurposeParameters
power_onSwitch the target's power rail on (optionally scheduled pod-side).efuse, delay
power_offSwitch the target's power rail off.efuse, delay
power_statusBoth target-power rails, internal 5 V (efuse 1) and external (efuse 2): on/off, tripped, bus voltage and current, and the pod's own draw.none
reset_targetDrive the DUT's reset line from the pod's reset pin.action=pulse, pulse=0.1
Power profiles
ToolPurposeParameters
measure_powerSample supply current and voltage for a window: average, min, peak, energy and charge.`duration`, efuse, rate_hz=500, points=0
power_profile_startStart sampling the rail in the background while other tools run.efuse, rate_hz=500, max_duration=60
power_profile_stopStop the running profile and return its statistics (and a trace).points=0
Flash
ToolPurposeParameters
flashProgram the DUT over SWD through the pod's CMSIS-DAP probe: a local file (OpenOCD runs next to the server), or a build uploaded to embeddedci.com (build id or latest, repo, ref; embeddedci.com runs OpenOCD on a cloud connection, LAN/USB downloads it).swclk, swdio, target, file, nreset, load_address, target_power, verify=true, reset=true, connect_under_reset, extra_configs, extra_args, timeout=300, connect_attempts=5, build, repo, ref, artifact, server_side
SPI flash and SPI devices
ToolPurposeParameters
spi_flash_infoRead the JEDEC ID and size of the SPI NOR flash on the SPI pins.sck, mosi, miso, cs, hz=1000000, mode=0
spi_flash_programErase, write and verify an image in the SPI NOR flash.`file`, addr=0, erase=true, verify=true, hold_reset=false, sck, mosi, miso, cs, hz=6000000, mode=0
spi_flash_readRead flash bytes to a file, or up to 4096 bytes as hex.`addr`, `length`, file, sck, mosi, miso, cs, hz=6000000, mode=0
spi_transferOne full-duplex SPI transaction with any device on the SPI pins.`tx_hex`, sck, mosi, miso, cs, hz=1000000, mode=0
UART
ToolPurposeParameters
capture_uartRecord the DUT's UART for a window, or until a regex matches.`duration`, rx, tx, baud, until_regex

| power_cycle_and_capture | Power-cycle the target and capture UART across the boot. | rx, tx, efuse, delay=1, duration=4, baud, until_regex,

Only the beginning is shown; read the rest in the repo