Data · Local MCP server

Mass Spectrometry Data (mzML, Bruker TDF, vendor conversion)

MCP server for LC-MS data in mzML/mzMLb and Bruker timsTOF files; vendor formats via msconvert.

Visit Mass Spectrometry Data (mzML, Bruker TDF, vendor conversion)'s website

What the MCP Registry states

The entry as published to the official MCP Registry (read 2026-10-04), latest version.

Registry name
io.github.K-Dense-AI/labmcp-ms-data
Version
0.1.1
Status
Active
Category
data
Transport
stdio (local process)
Package
PyPI
Published
2026-09-26
Updated
2026-09-26
Publisher
K-Dense-AI (GitHub) · 20 servers with pages here
Website
github.com/K-Dense-AI/lab-instrument-mcps/tree/main/servers/chemistry/ms-data
Repository
github.com/K-Dense-AI/lab-instrument-mcps (folder servers/chemistry/ms-data)
Source
Registry API entry

Packages

RegistryPackageVersionTransportEnvironment variables
PyPIlabmcp-ms-data0.1.1stdioLABMCP_ADDRESS, LABMCP_SIMULATE, LABMCP_READ_ONLY, LABMCP_LIMITS

How to connect Mass Spectrometry Data (mzML, Bruker TDF, vendor conversion)

Mass Spectrometry Data (mzML, Bruker TDF, vendor conversion) runs locally from a Python package published to PyPI: labmcp-ms-data version 0.1.1. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx labmcp-ms-data. It reads these environment variables: LABMCP_ADDRESS, LABMCP_SIMULATE, LABMCP_READ_ONLY and LABMCP_LIMITS; set them in the client's configuration for this server.

In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):

{
  "mcpServers": {
    "labmcp-ms-data": {
      "command": "uvx",
      "args": [
        "labmcp-ms-data"
      ],
      "env": {
        "LABMCP_ADDRESS": "<value>",
        "LABMCP_SIMULATE": "<value>",
        "LABMCP_READ_ONLY": "<value>",
        "LABMCP_LIMITS": "<value>"
      }
    }
  }
}

Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect

More from K-Dense-AI (GitHub)

ServerRunsEndpoint or package
EPICS Channel AccessMCP server for EPICS Channel Access: read, monitor and guarded writes of process variables.Local · stdioPyPI: labmcp-epics
Generic SCPI InstrumentGeneric MCP server for any SCPI instrument over VISA, TCP or serial, with command allow/deny lists.Local · stdioPyPI: labmcp-scpi
JULABO CirculatorMCP server for JULABO heating and refrigerated circulators (CORIO, MAGIO, DYNEO).Local · stdioPyPI: labmcp-julabo
Keithley SourceMeter SMUMCP server for Keithley SourceMeter SMUs (2400 series SCPI, 2450 family SCPI, 2600B TSP).Local · stdioPyPI: labmcp-keithley-smu
LabJack T-series DAQMCP server for LabJack T4, T7/T7-Pro and T8 DAQ devices (LJM).Local · stdioPyPI: labmcp-labjack
LC-MS Worklist BuilderMCP server that builds and validates LC-MS worklists for MassLynx, SCIEX OS, MassHunter, Xcalibur.Local · stdioPyPI: labmcp-ms-worklist
Mettler Toledo BalanceMCP server for Mettler Toledo laboratory balances (MT-SICS): weigh, tare, zero, log drift, adjust.Local · stdioPyPI: labmcp-mettler-toledo
Modbus TCP/RTU DeviceMCP server for Modbus TCP/RTU devices with typed, scaled register maps and per-point limits.Local · stdioPyPI: labmcp-modbus
New Era Syringe PumpMCP server for New Era Pump Systems syringe pumps (NE-1000 family, RS-232).Local · stdioPyPI: labmcp-new-era
PalmSens PotentiostatMCP server for PalmSens potentiostats running MethodSCRIPT (EmStat Pico, EmStat4, Sensit, Nexus).Local · stdioPyPI: labmcp-palmsens
Rigol OscilloscopeMCP server for Rigol oscilloscopes (DS1000Z, MSO5000, DHO series): measurements and waveforms.Local · stdioPyPI: labmcp-rigol-scope
SRS Lock-in AmplifierMCP server for Stanford Research Systems lock-in amplifiers (SR810/SR830, SR860/SR865A).Local · stdioPyPI: labmcp-srs-lockin

More data servers

All 4,395 →
ServerRunsEndpoint or package
Marktplaats & 2dehandsSearch Marktplaats & 2dehands (NL/BE classifieds), vet sellers, compare prices, use your account.Remote & Local · HTTP, stdiomarktplaats-mcp.jaspnerd.dev
Marmot Data CatalogOpen-source data catalog. Search assets, explore lineage, and find ownership.Remote · HTTPx
Mascope MCPWorld MiniApp reviews and analytics — verified human ratings via World ID.Local · stdionpm: mascope-mcp
MasnaviRumi's complete Masnavi (25,635 beyts) — search, quote, verify and explain. Free, no auth.Remote · HTTPmasnavi.ai
MastodonMastodon MCP — public Mastodon data via mastodon.social (no auth required)Remote · HTTPgateway.pipeworx.io
MatFlowRead-only MatFlow data: pricing, competitors, features, FAQs for combat-sports gyms.Remote · HTTPyourmatflow.com
Math Tools MCPPrime checks, factors, GCD, and basic statistics computed locally. No network and no key.Local · stdionpm: math-tools-mcp
Mathgraphs MCPMath & statistics graphing, computation, visualization, and validation engine.Local · HTTPnpm: mathgraphs-mcp