Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
MCP server for Sartorius laboratory balances (SBI protocol).
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We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
LABMCP_ADDRESS, LABMCP_SIMULATE, LABMCP_READ_ONLY, LABMCP_LIMITSYou need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"labmcp-sartorius": {
"command": "uvx",
"args": [
"labmcp-sartorius"
],
"env": {
"LABMCP_ADDRESS": "your-value",
"LABMCP_SIMULATE": "your-value",
"LABMCP_READ_ONLY": "your-value",
"LABMCP_LIMITS": "your-value"
}
}
}
}Run this in your terminal
claude mcp add labmcp-sartorius --env LABMCP_ADDRESS=your-value --env LABMCP_SIMULATE=your-value --env LABMCP_READ_ONLY=your-value --env LABMCP_LIMITS=your-value -- uvx labmcp-sartoriusFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"labmcp-sartorius": {
"command": "uvx",
"args": [
"labmcp-sartorius"
],
"env": {
"LABMCP_ADDRESS": "your-value",
"LABMCP_SIMULATE": "your-value",
"LABMCP_READ_ONLY": "your-value",
"LABMCP_LIMITS": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"labmcp-sartorius": {
"type": "stdio",
"command": "uvx",
"args": [
"labmcp-sartorius"
],
"env": {
"LABMCP_ADDRESS": "your-value",
"LABMCP_SIMULATE": "your-value",
"LABMCP_READ_ONLY": "your-value",
"LABMCP_LIMITS": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
LABMCP_ADDRESS envLABMCP_SIMULATE envLABMCP_READ_ONLY envLABMCP_LIMITS envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 9, 2026
The registry name was verified with the GitHub account K-Dense-AI, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.2) reached the registry 43 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, SwarmMemo
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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Let an AI agent weigh samples, tare containers, log drift and evaporation, and run internal adjustments on Sartorius laboratory balances through the documented SBI (Sartorius Balance Interface) ASCII protocol.
| Package | labmcp-sartorius |
| Instruments | Cubis MSE, Cubis II MCA, Secura, Quintix, Practum, Entris II; older CP/CPA-series balances with --option legacy=true. Other SBI balances are likely to work |
| Interfaces | RS-232, USB (virtual COM port, "PC-SBI"), Ethernet (Cubis II "serial transmission via Ethernet", or any serial-to-Ethernet adapter) |
| Protocol | SBI: Entris II interface description (technical note 10/2020), Secura/Quintix/Practum user manual §10.3 (WSE6004), Cubis MSE operating instructions (WMS6004), Cubis MCA operating instructions (WMC6028), SBI interface description (98647-000-53) |
| Status | 🧪 simulated: tested against a wire-level SBI simulator, not yet verified on hardware. Report a hardware test |
uvx labmcp-sartorius --simulate --check
ESC P toggles the automatic output instead of sending one reading. Either line format works (16 characters, or 22 with ID code).?rtscts=true to enforce it, or e.g. ?bytesize=7&parity=E if your balance is set differently.uvx labmcp ports uvx labmcp-sartorius --address /dev/ttyUSB0 --check # Linux
uvx labmcp-sartorius --address /dev/tty.usbmodem14201 --check # macOS uvx labmcp-sartorius --address COM4 --check # Windows uvx labmcp-sartorius --address tcp://192.168.1.61:49155 --check # Cubis II via Ethernet (port as configured)
`--check` prints the model, serial number and software version (`ESC x1_`, `x2_`, `x3_`) when the balance supports them.
Claude Code
claude mcp add balance -- uvx labmcp-sartorius --address /dev/ttyUSB0
Claude Desktop / Cursor / Windsurf (claude_desktop_config.json, .cursor/mcp.json, …)
{
"mcpServers": { "balance": { "command": "uvx", "args": ["labmcp-sartorius", "--address", "/dev/ttyUSB0"] } } }
Add --read-only to allow weighing but block taring, zeroing and adjustment. For other clients: uvx labmcp config sartorius-balance --address /dev/ttyUSB0 --client vscode.
| Tool | Kind | Description |
|---|---|---|
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. |
lock_keypad | 🎛 control | Block or unblock the balance keys, e.g. so nobody tares by accident during a long logging run. |
log_weight_series | 👁 read | Record a series of immediate (unfiltered) readings to monitor drift, evaporation, moisture uptake or stabilisation. Returns every reading plus summary statistics. |
read_weight | 👁 read | Read the current net weight from the balance (ESC P). With stable=True the server polls until the balance reports a stable value; if it cannot settle (draughts, vibration, evaporation) you get an error; retry, or use stable=false for the current value. |
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_internal_adjustment | 🎛 control | Adjust (calibrate) the balance with its built-in weight (ESC Z; isoCAL models only). The pan must be empty and the balance undisturbed. SBI sends no completion message, so the server watches for the adjustment status and waits until the balance weighs again; check observed_adjustment and the balance display or GLP printout for the result. |
set_ambient_conditions | 🎛 control | Adapt the balance's filter to the ambient conditions (ESC K/L/M/N). Use 'unstable' or 'very_unstable' for draughty or vibrating benches (slower but steadier readings). |
tare | 🎛 control | Tare the balance (ESC U, or ESC T on legacy balances): the current load (e.g. an empty container) becomes the tare. Then waits for a stable reading and checks that it is ~0; returns that reading. |
zero | 🎛 control | Zero the balance (ESC V). Only works with the pan (nearly) empty, within the balance's zero-setting range; clears the tare. Confirms by reading ~0 afterwards. |
| Limit | Default | Meaning |
|---|---|---|
max_series_duration_s | 600 s | Longest weight-logging series an agent may start |
Override at launch: --limit max_series_duration_s=3600. Whatever the limit says, a single series is capped at one hour (the tool's time limit). No tool of this server moves anything or heats, so there are no hazard tools.
read_weight(stable=true) therefore polls ESC P until a reading with a unit arrives. Unstable readings report the last unit seen.N, G#, T, Stat, then the same 16). It also accepts the Cubis II "one line with full length" format, a decimal comma, and a G#/T/N weighing block (the N line is reported). High, Low, Err ###, APP.ERR, DIS.ERR and PRT.ERR are reported as clear errors.ESC U tare, ESC V zero, ESC Z adjust, ESC K–N filter, ESC O/R keys) produce no reply, so a balance that does not support one silently ignores it. tare and zero therefore wait for a stable reading and check it is ~0, and report an error otherwise.ESC V only zeroes within the balance's zero-setting range (nearly empty pan); ESC U tares any load. Older balances (CP/CPA, LE, ...) only have ESC T (the tare key): start the server with --option legacy=true.ESC Z starts isoCAL on balances with a built-in weight. SBI sends no completion or result message; the server watches for the Cal. status (or a balance too busy to answer) and waits for a stable weight again, and reports observed_adjustment=false if it never sees one. Confirm the result on the display or GLP printout. The exact status output during adjustment could not be verified in the manuals.ESC x1_/x2_/x3_ print the model, serial number and software version; their exact layout is not documented, so the text is passed through as sent.1b 50 0d 0a = ESC P CR LF) because of the ESC character.ESC W, needs a reference weight), ESC S restart and the function-key commands.| Model | Firmware | Interface | Verified by | Date |
|---|---|---|---|---|
| *none yet: be the first* |