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Descripción del creador (original en inglés)
MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze).
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
LABMCP_ADDRESS, LABMCP_SIMULATE, LABMCP_READ_ONLY, LABMCP_LIMITSNecesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"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"
}
}
}
}Ejecuta esto en tu terminal
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-spectrometerCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"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"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"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"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
LABMCP_ADDRESS envLABMCP_SIMULATE envLABMCP_READ_ONLY envLABMCP_LIMITS envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 9 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub K-Dense-AI, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.1.2) llegó al registro hace 43 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Python (uv) en tu computadora.
En la misma categoría: GitHub, Desktop Commander, Cloudflare MCP
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:↓ Descargas por semanai★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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 ProSolo se muestra el principio; lee el resto en el repo