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제작자가 쓴 설명(영어 원문)
MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze).
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
LABMCP_ADDRESS, LABMCP_SIMULATE, LABMCP_READ_ONLY, LABMCP_LIMITS필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"labmcp-ocean-spectrometer": {
"command": "uvx",
"args": [
"labmcp-ocean-spectrometer"
],
"env": {
"LABMCP_ADDRESS": "your-value",
"LABMCP_SIMULATE": "your-value",
"LABMCP_READ_ONLY": "your-value",
"LABMCP_LIMITS": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add labmcp-ocean-spectrometer --env LABMCP_ADDRESS=your-value --env LABMCP_SIMULATE=your-value --env LABMCP_READ_ONLY=your-value --env LABMCP_LIMITS=your-value -- uvx labmcp-ocean-spectrometer실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"labmcp-ocean-spectrometer": {
"command": "uvx",
"args": [
"labmcp-ocean-spectrometer"
],
"env": {
"LABMCP_ADDRESS": "your-value",
"LABMCP_SIMULATE": "your-value",
"LABMCP_READ_ONLY": "your-value",
"LABMCP_LIMITS": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"labmcp-ocean-spectrometer": {
"type": "stdio",
"command": "uvx",
"args": [
"labmcp-ocean-spectrometer"
],
"env": {
"LABMCP_ADDRESS": "your-value",
"LABMCP_SIMULATE": "your-value",
"LABMCP_READ_ONLY": "your-value",
"LABMCP_LIMITS": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
LABMCP_ADDRESS envLABMCP_SIMULATE envLABMCP_READ_ONLY envLABMCP_LIMITS env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 9일 점검
레지스트리 이름이 GitHub 계정 K-Dense-AI 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.1.2)은 43일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: GitHub, Desktop Commander, Cloudflare MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Let an AI agent acquire spectra, set or auto-tune the integration time, store dark and reference spectra, and measure absorbance and transmittance with peak positions and FWHM on Ocean Insight (Ocean Optics) spectrometers. It works through the open-source python-seabreeze library.
| Package | labmcp-ocean-spectrometer |
| Instruments | Every model python-seabreeze supports: USB2000+, USB2000, USB4000, USB650, Flame-S, Flame-NIR/X, HR2000/HR2000+, HR4000, Maya2000/Pro/LSL, QE65000, QE Pro, STS, NIRQuest256/512, Jaz, Torus, Spark, Apex, Ventana, HDX, ADC1000-USB, HR2/4/6, SR2/4/6, ST-VIS (support table; some models need a specific backend) |
| Interfaces | USB |
| Protocol | python-seabreeze 2.x (docs, source), which implements Ocean's SeaBreeze (OOI / OBP USB protocols). TEC details: Ocean QE Pro Installation and Operation Manual, MNL-0000 |
| Status | 🧪 simulated: tested against a physically modelled fake spectrometer with the seabreeze Spectrometer interface, not yet verified on hardware. Report a hardware test |
uvx labmcp-ocean-spectrometer --simulate --check
uvx labmcp-ocean-spectrometer --simulate --option sim_source=hg-ar --check # Hg-Ar calibration lamp uvx labmcp-ocean-spectrometer --simulate --option sim_model=QE-PRO --check # TE-cooled, 1044 pixels
The simulator models a USB2000+ (or QE Pro) looking at a tungsten-halogen lamp, a white LED or a Hg-Ar lamp. It includes shot and read noise, dark offset and dark current, electric-dark pixels, detector nonlinearity, saturation, and the stale first spectrum after an integration-time change. In simulation a "virtual user" blocks the beam before store_dark_reference, inserts a blank before store_reference, and inserts a dye sample (absorbance band at 520 nm, 0.8 AU) before measure_absorbance/measure_transmittance. With real hardware your scientist does these steps.
uvx --from seabreeze seabreeze_os_setup # or, inside the environment: seabreeze_os_setup
/etc/udev/rules.d/10-oceanoptics.rules, needs sudo). Re-plug the spectrometer afterwards.pyseabreeze backend also needs libusb-1.0.dll (see the seabreeze README). uvx labmcp-ocean-spectrometer --check # the only connected spectrometer
uvx labmcp-ocean-spectrometer --address USB2+H01234 --check # choose by serial number uvx labmcp-ocean-spectrometer --option backend=pyseabreeze --check
`--address` is the spectrometer's **serial number** and is only needed when several are connected (`list_spectrometers` shows them). The default backend is `cseabreeze` (compiled libseabreeze); if it can't load, seabreeze falls back to the pure-Python `pyseabreeze` (pyusb).
On connect the server sets the integration time to 10 ms (--option integration_ms=…), clamped to the device range. It has to set it, because seabreeze cannot read the integration time back.
Claude Code
claude mcp add spectrometer -- uvx labmcp-ocean-spectrometer
Claude Desktop / Cursor / Windsurf (claude_desktop_config.json, .cursor/mcp.json, …)
{
"mcpServers": { "spectrometer": { "command": "uvx", "args": ["labmcp-ocean-spectrometer", "--address", "USB2+H01234"] } } }
Add --read-only to allow acquisitions and absorbance measurements with the present settings while blocking integration-time changes, reference storage and TEC control. For other clients, generate the snippet with uvx labmcp config ocean-spectrometer --client vscode (also cursor, codex, claude-code).
| Tool | Kind | Description |
|---|---|---|
acquire_spectrum | 👁 read | Acquire an intensity spectrum (raw counts) with optional averaging, boxcar smoothing and corrections. Returns downsampled (wavelength, counts), summary statistics, the most prominent peaks with FWHM, and a saturation check; save_path writes the full spectrum to a new .csv file (an existing file is never overwritten). |
auto_integration_time | 🎛 control | Adjust the integration time until the brightest raw pixel (optionally within a wavelength window) is within the target band of saturation (default 70-85 %). Stays within the device limits and the max_integration_time_ms safety limit. Re-take dark/reference afterwards. |
detector_cooling_off | 🛑 safety | Switch the detector thermo-electric cooler off (the detector warms to ambient). Does nothing on spectrometers without a TEC. |
find_peaks | 👁 read | Find peaks (or dips) with position, height, prominence and FWHM in the most recent spectrum (intensity, absorbance or transmittance). Acquires a fresh intensity spectrum if none has been taken yet. |
get_command_log | 👁 read | Return the most recent raw commands sent to / replies received from the instrument (newest last). Useful for debugging and for recording what was done. |
get_connection_info | 👁 read | Report which instrument is connected (identity, address, simulated or real), whether the server is read-only, and the active safety limits. Call this first. |
get_device_info | 👁 read | Model, serial, pixel count, wavelength range, integration-time limits, saturation level, supported corrections, TEC presence, and which dark/reference spectra are stored. |
list_spectrometers | 👁 read | List the Ocean spectrometers seabreeze can see (model, serial number, whether open) and which one this server is connected to. Use a serial number as --address to pick one. |
measure_absorbance | 👁 read | Measure the absorbance spectrum A = -log10((S - D) / (R - D)) of the sample now in the beam, using the stored dark D and reference R (same settings). Ask the user to insert the sample first. Also returns values at wavelengths_nm and the absorbance maxima. |
measure_transmittance | 👁 read | Measure the transmittance spectrum %T = 100 (S - D) / (R - D) of the sample now in the beam, using the stored dark and reference. Ask the user to insert the sample first. Also returns values at wavelengths_nm and the deepest transmission dips. |
read_detector_temperature | 👁 read | Read the detector temperature from the thermo-electric cooler (TE-cooled models such as the QE Pro, when seabreeze exposes the thermo_electric feature for them). |
reconnect | 🛑 safety | Close and re-open the connection to the instrument (e.g. after it was power cycled or a cable was re-plugged). |
set_detector_cooling | ⚠️ hazard | Enable the detector thermo-electric cooler at setpoint_c (TE-cooled models only). The detector takes minutes to settle; dark current (and noise) drops as it cools. The TEC can only cool to roughly 15-40 °C below ambient (QE Pro manual). Checked against min_tec_setpoint_c. |
set_integration_time | 🎛 control | Set the detector integration time (ms), within the device limits from get_device_info. Stored dark/reference spectra become unusable until re-taken at the new time. |
store_dark_reference | 🎛 control | Record and store a DARK spectrum (kept in memory) for absorbance/transmittance. BEFORE calling, ask the user to BLOCK THE LIGHT PATH (close the shutter, switch the lamp off or cap the fiber) and wait for confirmation. Uses the present integration time. |
store_reference | 🎛 control | Record and store the REFERENCE (100 % transmission) spectrum in memory. BEFORE calling, ask the user to put the BLANK (solvent-filled or empty cuvette) in the beam with the light on, and wait for confirmation. Use the same settings as the dark. |
get_connection_info, get_command_log and reconnect are built into every LabMCP server.
| Limit | Default | Meaning |
|---|---|---|
max_integration_time_ms | 10000 ms | Longest integration time an agent may set (also caps auto_integration_time) |
max_acquisition_duration_s | 300 s | Longest single acquisition (scans × integration time) |
min_tec_setpoint_c | −20 °C | Coldest TEC setpoint (TE-cooled models). The QE Pro's temperature readback is linearised for −20…40 °C |
Override at launch: --limit max_integration_time_ms=60000. Whatever the limits say, one acquisition (scans × integration time, plus the spectrum discarded after an integration-time change) must fit in 540 s, the time one tool call may take; auto_integration_time stops early for the same reason and says so.
max_intensity. Saturated pixels are flagged, and they're excluded from absorbance/transmittance (with boxcar smoothing, so are the pixels within the boxcar half width of them). seabreeze notes that some detectors saturate below max_intensity, so keep peaks at 70–85 %.correct_dark_counts subtracts the mean of the optically masked electric-dark pixels; correct_nonlinearity applies the EEPROM polynomial. The driver reads raw spectra and applies both corrections with the same formula as seabreeze.spectrometers.Spectrometer.intensities, so saturation can still be detected on raw data. A stored dark (store_dark_reference) is still required for absorbance, because electric-dark correction doesn't remove fixed-pattern dark signal.null. The dark, reference and sample must share integration time, boxcar and corrections; the server enforces this and asks you to re-take references when they differ.boxcar_half_width = pixels averaged on each side. Peaks are found on the full-resolution spectrum. The returned curve is bin-averaged down to max_points.thermo_electric feature (enable_tec, set_temperature_setpoint_degrees_celsius, read_temperature_degrees_celsius) and only work when the backend exposes it for your model. In pyseabreeze 2.11 that is only the NIRQuest512. For the QE Pro앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요