Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
MCP server adapter for Thermo Fisher Orbitrap mass spectrometers via the licensed Instrument API.
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-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"
}
}
}
}터미널에서 이 명령어를 실행하세요
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-iapi실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"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"
}
}
}
}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-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"
}
}
}
}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 7일 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(0.1.1)은 42일 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: Spec Driven Development, Remote Desktop Commander, 好縮 Short
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Smart URL shortener: create, tag and track short links on s.gooo.name.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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_id앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요