Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
MCP server adapter for Thermo Fisher Orbitrap mass spectrometers via the licensed Instrument API.
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-thermo-iapi": {
"command": "uvx",
"args": [
"labmcp-thermo-iapi"
],
"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-thermo-iapi --env LABMCP_ADDRESS=your-value --env LABMCP_SIMULATE=your-value --env LABMCP_READ_ONLY=your-value --env LABMCP_LIMITS=your-value -- uvx labmcp-thermo-iapiCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"labmcp-thermo-iapi": {
"command": "uvx",
"args": [
"labmcp-thermo-iapi"
],
"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-thermo-iapi": {
"type": "stdio",
"command": "uvx",
"args": [
"labmcp-thermo-iapi"
],
"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 8 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 (0.1.1) llegó al registro hace 42 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: Spec Driven Development, Remote Desktop Commander, A1RO — Irish employment tools
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Irish temp worker cost, public holiday pay and holidays, and SafeHandle certificate checks.
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 watch and steer a Thermo Fisher Orbitrap mass spectrometer in real time: check the instrument mode and vacuum, read the scans streaming off the instrument (filtered by MS order, with the most intense centroids), place validated custom scans and pick up their results, set a repeating scan, and start, pause or stop acquisitions to a raw file. It does this through Thermo's own Instrument API (IAPI).
[!IMPORTANT]
This is an adapter. It contains no Thermo software. The IAPI is a Windows .NET API. To use it you need a signed IAPI software licence agreement with Thermo Fisher Scientific, with the licence applied to your instrument (legal requirements, licence FAQ, how to obtain a licence). This package never bundles or downloads the IAPI assemblies: you point it at the ones you obtained. It has never been tested on real hardware. Everything below was developed against the official IAPI interface definitions and examples and a simulator.
| Package | labmcp-thermo-iapi (install the [windows] extra on the instrument PC for pythonnet) |
| Instruments | Orbitrap Tribrid (Fusion, Fusion Lumos, Eclipse, Ascend), Orbitrap Exploris 240/480, Q Exactive family. Not the Orbitrap Astral: Thermo states the Astral line does not support IAPI (as of fall 2025). Not the Exploris 120, which Thermo's examples say doesn't support the API. |
| Interfaces | .NET API on the Windows instrument PC (through pythonnet) |
| Protocol | Thermo Fisher Instrument API (IAPI): interface definitions in lib/*.xml, examples in examples/ |
| Status | 🧪 simulated: tested against a simulated Orbitrap (FakeOrbitrap), not yet verified on hardware. Report a hardware test |
uvx labmcp-thermo-iapi --simulate --check
The simulator is an Orbitrap Exploris 480 by default (--option sim_model=eclipse or qexactive-hf for the others). It runs a synthetic tryptic digest: MS1 survey scans in On mode, a data-dependent top-10 method during an acquisition, custom and repeating scans that come back with their access id, realistic transient and injection times, and a status log with vacuum readings every ~5 s.
On the Windows instrument PC, with Tune installed and your IAPI licence applied:
API-2.0.dll, Spectrum-1.0.dll, Thermo.TNG.Factory.dll and Fusion.API-2.0.dll for Tune 4.3 or Fusion.API-1.0.dll for Tune 4.2 and earlier). Put them in a folder, e.g. C:\IAPI. pip install "labmcp-thermo-iapi[windows]"
labmcp-thermo-iapi --option instrument=tribrid --option assembly_dir=C:\IAPI --check # Fusion/Lumos/Eclipse/Ascend
labmcp-thermo-iapi --option instrument=exploris --option assembly_dir=C:\IAPI --check # Exploris 240/480 labmcp-thermo-iapi --option instrument=exactive --option assembly_dir=C:\IAPI --check # Q Exactive family
| Family | How the server connects (from the IAPI repository) | Assemblies expected in assembly_dir |
|---|---|---|
tribrid | Factory .Create(), StartOnlineAccess(), Get(1) | API-2.0.dll, Spectrum-1.0.dll, Thermo.TNG.Factory.dll, Fusion.API-2.0.dll or Fusion.API-1.0.dll |
exploris | HKLM\SOFTWARE\Thermo Exploris → DataSystem.xml (ApiFileName, ApiClassName) | Thermo.API.NetStd-1.0.dll, Thermo.API.Exploris.NetStd-1.0.dll, Thermo.API.Spectrum.NetStd-1.0.dll (4.3+) or the Thermo.API-2.0 / Thermo.API.Exploris-1.0 / Thermo.API.Spectrum-1.x set |
exactive | HKLM\SOFTWARE\Finnigan\Xcalibur\Devices\Thermo Exactive (ApiFileName_Clr2_32_V1, ApiClassName_Clr2_32_V1) | API-2.0.dll (or 1.x), Spectrum-1.0.dll, ESAPI-1.1.dll (or 1.0) |
The server gives a specific message if it is not running on Windows, pythonnet is missing, the folder or an assembly is missing, the IAPI service does not connect (Tune not running), or IAPI refuses a command for lack of a licence.
Other options: readbacks=Name1;Name2 (instrument values to show in get_instrument_status; the tool lists the names your instrument exposes), exclusive_scans=true (exclusive rather than cooperative IScans access), runtime=coreclr, connect_timeout_s, buffer_size (scans kept in memory, default 500).
claude mcp add orbitrap -- labmcp-thermo-iapi --option instrument=tribrid --option assembly_dir=C:\IAPI
{
"mcpServers": { "orbitrap": { "command": "labmcp-thermo-iapi", "args": ["--option", "instrument=exploris", "--option", "assembly_dir=C:\\IAPI"] } } }
Add --read-only to let the agent watch scans and status but not place scans or start acquisitions. The stop and cancel tools stay available. To reach the server from another computer, run it with --transport http --host 0.0.0.0 --port 8000 on the instrument PC and protect that port.
| Tool | Kind | Description |
|---|---|---|
cancel_custom_scans | 🛑 safety | Cancel any pending custom scan and its processing delay (IAPI CancelCustomScan). |
cancel_repeating_scan | 🛑 safety | Cancel the repeating scan set with set_repeating_scan (IAPI CancelRepetition). |
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_instrument_status | 👁 read | Report the instrument model, IAPI service/instrument connection, system mode and state (On/Standby/Off; Running/ReadyToDownload/...), whether an acquisition can be paused or resumed, the IAPI licence where the API exposes it, requested readbacks, the latest scan status log (vacuum, source) and how many scans have arrived. |
get_possible_scan_parameters | 👁 read | List the scan parameters this instrument accepts for custom and repeating scans (IScans.PossibleParameters): name, allowed range or choices, default and help. The set depends on the model, licence and Tune version. |
get_recent_scans | 👁 read | Return the most recent scans received from the instrument (oldest first), optionally only one MS order or one custom scan's access id: scan number, MS order, precursor m/z, AGC target, injection time and the most intense centroids. Scans only arrive in On mode. |
pause_acquisition | 🛑 safety | Pause the running acquisition (IAPI Pause). Fails if the instrument reports it cannot pause. |
reconnect | 🛑 safety | Close and re-open the connection to the instrument (e.g. after it was power cycled or a cable was re-plugged). |
resume_acquisition | ⚠️ hazard | Resume a paused acquisition (IAPI Resume). Sample consumption continues. |
set_repeating_scan | ⚠️ hazard | Define or replace the scan the instrument repeats when no method or custom scan is running (IAPI CreateRepeatingScan/SetRepetitionScan). Values are validated like submit_custom_scan. Cancel with cancel_repeating_scan. |
start_acquisition | ⚠️ hazard | Start an acquisition with the instrument's current settings (IAPI StartAcquisition), recording to a raw file. This consumes sample. The instrument must be On; an acquisition must not already be running. Stop it with stop_acquisition. scan_count and until_stopped acquisitions are cancelled automatically after max_acquisition_duration_s. |
stop_acquisition | 🛑 safety | Stop the running acquisition (IAPI CancelAcquisition), by default also cancelling custom and repeating scans, and optionally switch the instrument to Standby (switch back to On in Tune). Every step is attempted even if an earlier one fails; failures are reported. |
submit_custom_scan | ⚠️ hazard | Place one custom scan to run next (IAPI CreateCustomScan/SetCustomScan); unset values fall back to the instrument's defaults. Every value is checked against PossibleParameters and the safety limits, and calls are rate-limited, before anything is sent. Fetch the result with wait_for_scan(access_id=running_number). |
wait_for_scan | 👁 read | Wait for the next scan that arrives after this call (optionally of one MS order, or the result of a custom scan by its access id) and return it. For a custom scan placed with submit_custom_scan, a result that arrived since it was placed is returned at once. Returns found=false after timeout_s if nothing matching arrived (e.g. the instrument is in Standby). |
get_connection_info, get_command_log and reconnect are built into every LabMCP server. Every IAPI control call (with the exact scan values sent) is recorded in the command log.
| Limit | Default | Meaning |
|---|---|---|
max_custom_scans_per_minute | 60 scans/min | Custom scans an agent may place in any 60 s window (server-side rate limit; reconnect does not reset it) |
max_injection_time_ms | 1000 ms | Largest maximum injection time (MaxIT) in a custom or repeating scan (every element of a multi-valued MaxIT) |
max_acquisition_duration_s | 7200 s | Longest acquisition an agent may start: a duration above it is refused, and scan_count / until_stopped acquisitions are cancelled automatically when it runs out (wall-clock, pauses included) |
Override at launch: --limit max_custom_scans_per_minute=600.
On top of these limits, every custom and repeating scan value is checked against the instrument's own IScans.PossibleParameters before anything is sent: the parameter name must exist, numbers must lie inside the instrument's range (for example the m/z range for FirstMass/LastMass), and choice parameters such as OrbitrapResolution must be one of the allowed values. IAPI itself silently ignores illegal values, which is why the server checks first, and why accepted values are sent in the instrument's own spelling (hcd goes out as HCD, 2.0 for an integer parameter as 2).
stop_acquisition attempts every step (cancel the acquisition, the custom scans, the repeating scan, Standby) even if one fails, and reports what failed.
stop_acquisition(standby=true) switches to Standby. This server has no tool to switch back to On (do that in Tune).IScanDefinition.Values. running_number comes back as the scan's `access_idSolo se muestra el principio; lee el resto en el repo