Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
MCP server for PalmSens potentiostats running MethodSCRIPT (EmStat Pico, EmStat4, Sensit, Nexus).
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-palmsens": {
"command": "uvx",
"args": [
"labmcp-palmsens"
],
"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-palmsens --env LABMCP_ADDRESS=your-value --env LABMCP_SIMULATE=your-value --env LABMCP_READ_ONLY=your-value --env LABMCP_LIMITS=your-value -- uvx labmcp-palmsens실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"labmcp-palmsens": {
"command": "uvx",
"args": [
"labmcp-palmsens"
],
"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-palmsens": {
"type": "stdio",
"command": "uvx",
"args": [
"labmcp-palmsens"
],
"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(0.1.3)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: Spec Driven Development, Remote Desktop Commander, Shield Kya
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
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.
Audit trail and traceability for AI agents. MCP gate: evaluate, ingest, request approval.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Let an AI agent run cyclic voltammetry, linear sweep voltammetry, differential pulse voltammetry and chronoamperometry on PalmSens potentiostats that speak MethodSCRIPT, and get back downsampled data, peak summaries and optional full-resolution CSV files.
| Package | labmcp-palmsens |
| Instruments | EmStat Pico (module and development board), EmStat4 LR/HR (EmStat4S, EmStat4M, EmStat4X), Sensit Wearable / Sensit BT, Nexus |
| Interfaces | USB (virtual COM port), UART |
| Protocol | MethodSCRIPT v1.x (MethodSCRIPT manual v1.8) over the PalmSens online communication protocol (EmStat Pico v1.6, EmStat4 v1.3); cross-checked against PalmSens/MethodSCRIPT_Examples |
| Status | 🧪 simulated: tested against a wire-level simulator, not yet verified on hardware. Report a hardware test |
uvx labmcp-palmsens --simulate --check
The simulator is an EmStat Pico with a 3 mm disk electrode in 1 mM of a reversible one-electron redox couple (E° = +0.20 V, like ferro/ferricyanide vs Ag/AgCl). It interprets the scripts the server sends and streams correctly encoded data packages, so you get a proper CV "duck", DPV peaks and Cottrell decays. Simulated time runs 10× faster than real time; change that with --option sim_speed=1 (real time) or =100.
uvx labmcp ports. An EmStat Pico development board or Sensit shows up as a USB serial port (FTDI). An EmStat4 or Nexus shows up as a virtual COM port named after the device. uvx labmcp-palmsens --address /dev/ttyUSB0 --check # EmStat Pico / Sensit (Linux)
uvx labmcp-palmsens --address /dev/tty.usbmodemXXXX --check # EmStat4 (macOS) uvx labmcp-palmsens --address COM7 --check # Windows
Defaults are the EmStat Pico's: **230400 baud, 8N1, XON/XOFF**, LF line endings. Over USB the EmStat4 and Nexus ignore the baud rate. For an EmStat4 **UART** connection use `serial://COM7?baudrate=921600&rtscts=true&xonxoff=false`.
--check sends the firmware-version (t) and serial-number (i) commands and prints the model, firmware and serial.Claude Code
claude mcp add potentiostat -- uvx labmcp-palmsens --address /dev/ttyUSB0
Claude Desktop / Cursor / Windsurf (claude_desktop_config.json, .cursor/mcp.json, …)
{
"mcpServers": { "potentiostat": { "command": "uvx", "args": ["labmcp-palmsens", "--address", "/dev/ttyUSB0"] } } }
Add --read-only to allow device information only: every measurement tool applies potential and is hidden.
| Tool | Kind | Description |
|---|---|---|
abort_measurement | 🛑 safety | Abort the running measurement or script immediately (communication command Z) and make sure the cell is switched off. Safe to call when nothing is running. |
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 | Identify the potentiostat (model, firmware, serial number) and list its potential window, PGStat modes and current ranges, so measurement parameters can be chosen within 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). |
run_chronoamperometry | ⚠️ hazard | Hold the cell at potential_v for run_time_s and record the current every interval_s. Returns the data (time from the instrument timer) plus first/last/mean current and the charge. Applies potential to the cell. |
run_cyclic_voltammetry | ⚠️ hazard | Run a cyclic voltammogram: begin -> vertex 1 -> vertex 2 -> begin, n_scans times, and return potential/current/time data with the anodic and cathodic peaks of every scan. Applies potential to the cell for the whole scan; the cell is switched off at the end. |
run_differential_pulse_voltammetry | ⚠️ hazard | Run differential pulse voltammetry (current = forward - reverse, per step) from begin to end potential and return the data with the peak current and peak potential. The scan rate must be below step / pulse_time / 2. Applies potential to the cell. |
run_linear_sweep_voltammetry | ⚠️ hazard | Run a linear sweep voltammogram from begin_potential_v to end_potential_v and return the data with the largest/smallest current and where they occur. Applies potential to the cell. |
run_methodscript | ⚠️ hazard | Advanced: run a raw MethodSCRIPT and return its raw output and decoded data packages. Literal potentials of set_e / set_range_minmax da and the CV, LSV, DPV, SWV, NPV, ACV, CA, PAD, EIS and fast CV/CA techniques are checked against max_potential_v, and literal set_range ba / set_autoranging ba currents against max_current_range_a; values computed at run time are not. Aborted after timeout_s; add on_finished: + cell_off to your script so the cell is switched off after an abort. After a runtime error, a timeout or abort_measurement the server switches the cell off itself. |
| Limit | Default | Meaning |
|---|---|---|
max_potential_v | 2.0 V | Largest absolute potential vs RE any technique (or literal in a raw script) may apply, including DPV pulses |
max_current_range_a | 0.01 A | Highest current range an agent may select (with autorange, the instrument never goes above current_range_a); in raw scripts, literal set_range ba / set_autoranging ba values |
max_duration_s | 600 s | Longest measurement (including equilibration) or raw-script timeout |
Override at launch, e.g. --limit max_potential_v=1.0 --limit max_duration_s=1800. Whatever the limits say, a single tool call is capped at one hour.
set_pgstat_chan 0, set_pgstat_mode, set_max_bandwidth, set_range_minmax da, set_range ba, set_autoranging ba, set_e, cell_on, optional wait, then meas_loop_cv / lsv / dpv / ca with pck_add of the set potential and current, and on_finished: cell_off. So the cell is switched off after completion and after an abort. A runtime error skips on_finished: (MethodSCRIPT manual §10.1), so after one the server sends a separate cell_off script. The exact script is in get_command_log.time_s comes from the instrument timer for chronoamperometry and from step/scan rate for sweeps.run_methodscript checks literal potentials (and store_var literals) of set_e, set_range_minmax da and the CV/LSV/DPV/SWV/NPV/ACV/CA/PAD/EIS loops and meas_fast_cv/meas_fast_ca against max_potential_v (DPV pulse and 2x SWV amplitude included). Literal current ranges of set_range ba / set_autoranging ba are checked against max_current_range_a. Values computed inside the script are not checked. The script is aborted at timeout_s and a cell_off script is run.abort_measurement sends the communication-protocol Z command. A running technique returns the data measured so far with aborted: true. Afterwards (and when nothing was running) the server runs a one-line cell_off script, so the cell is also switched off after a raw script without on_finished:. If the output of a running script cannot be read (e.g. a USB glitch), the server aborts the script and switches the cell off before reporting the error; a single corrupted data line is skipped with a warning instead.save_path must end in .csv; missing folders are created and an existing file is never overwritten (choose a new name). The path is checked before the measurement starts. Points with a nan value are left out (with a warning).run_methodscript for single-channel scripts beyond the built-in techniques.| Model | Firmware | Interface | Verified by | Date |
|---|---|---|---|---|
| *none yet: be the first* |