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Find remote and local MCP servers by task, transport, capability, access, and publisher, with clear verification labels.

15,004 MCP servers

Vendor-operated and community listings, with live-check and source-verification states shown independently.

Showing 6,889–6,900 of 15,004 matching servers

Sorted by name, A–Z

ServerTypeCategoryAccessSetup
labmate-mcp logo, by JonasRackl

labmate-mcp

By JonasRackl · 0 tools · 3 GitHub stars

An AI lab companion providing 81 MCP tools for literature search, compound data, retrosynthesis, benchwork calculations, and publication writing.

CommunityPackage
AI and machine learningSource reviewed
labmcp-alicat MCP logo, by K-Dense-AI

labmcp-alicat MCP

By K-Dense-AI · 0 tools · 24 GitHub stars

An MCP server that enables AI agents to interact with Alicat Scientific mass flow meters, controllers, and pressure gauges via ASCII serial protocol.

CommunityPackage
Developer toolsSource reviewed
labmcp-bench-psu MCP logo, by K-Dense-AI

labmcp-bench-psu MCP

By K-Dense-AI · 0 tools · 24 GitHub stars

An MCP server for programmable DC bench power supplies from Rigol, Siglent, and Aim-TTi.

CommunityPackage
Developer toolsSource reviewed
labmcp-brainflow MCP logo, by K-Dense-AI

labmcp-brainflow MCP

By K-Dense-AI · 0 tools · 24 GitHub stars

An MCP server that enables AI agents to stream, record, and analyze biosignals (EEG, EMG, ECG, EOG, PPG, EDA) from hardware supported by the BrainFlow SDK, including OpenBCI,…

CommunityPackage
AI and machine learningSource reviewed
labmcp-cavro MCP logo, by K-Dense-AI

labmcp-cavro MCP

By K-Dense-AI · 0 tools · 24 GitHub stars

An open-source MCP server for controlling Tecan Cavro syringe pumps (XLP 6000, XMP 6000, XCalibur) via the DT protocol.

CommunityPackage
Developer toolsSource reviewed
labmcp-epics MCP logo, by K-Dense-AI

labmcp-epics MCP

By K-Dense-AI · 0 tools · 24 GitHub stars

An MCP server for EPICS Channel Access that allows AI agents to read, monitor, and perform guarded writes of process variables.

CommunityPackage
Developer toolsSource reviewed
labmcp-julabo MCP logo, by K-Dense-AI

labmcp-julabo MCP

By K-Dense-AI · 0 tools · 24 GitHub stars

An MCP server that allows AI agents to control JULABO heating and refrigerated circulators (CORIO, MAGIO, DYNEO) via USB or RS-232.

CommunityPackage
Developer toolsSource reviewed
labmcp-keithley-smu MCP logo, by K-Dense-AI

labmcp-keithley-smu MCP

By K-Dense-AI · 0 tools · 24 GitHub stars

An MCP server that enables AI agents to control Keithley SourceMeter SMUs (2400, 2450, 2600B series) via SCPI or TSP protocols.

CommunityPackage
Developer toolsSource reviewed
labmcp-labjack MCP logo, by K-Dense-AI

labmcp-labjack MCP

By K-Dense-AI · 0 tools · 24 GitHub stars

An MCP server that enables AI agents to interact with LabJack T-series DAQ devices (T4, T7, T7-Pro, T8) using the official LJM library.

CommunityPackage
Developer toolsSource reviewed
labmcp-mettler-toledo MCP logo, by K-Dense-AI

labmcp-mettler-toledo MCP

By K-Dense-AI · 0 tools · 24 GitHub stars

An MCP server for Mettler Toledo laboratory balances that allows AI agents to perform weighing, taring, zeroing, logging drift, and adjusting balances via the MT-SICS interface.

CommunityPackage
Developer toolsSource reviewed
labmcp-micro-manager MCP logo, by K-Dense-AI

labmcp-micro-manager MCP

By K-Dense-AI · 0 tools · 24 GitHub stars

An MCP server that enables AI agents to control microscopes managed by Micro-Manager via the MMCore API and pymmcore-plus.

CommunityPackage
Developer toolsSource reviewed
labmcp-modbus MCP logo, by K-Dense-AI

labmcp-modbus MCP

By K-Dense-AI · 0 tools · 24 GitHub stars

An MCP server for Modbus TCP/RTU devices that allows AI agents to read and control industrial hardware like PLCs, sensors, and PID controllers.

CommunityPackage
Developer toolsSource reviewed

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How listings and verification work

Remote listings are live-checked and re-checked weekly. Local packages are validated from their attributed registry or catalog source and are never executed by Koskamo. Community and vendor evidence are labelled separately.

Access labels describe remote connection and discovery. Individual tools may require accounts, credentials, permissions, or payment. Registry membership and endpoint checks are not security audits.

Operators can list their own server through the public API or the koskamo_register_mcp_server MCP tool: prove control of the endpoint's domain with a well-known file or a DNS TXT record, pass the live check, and it is published at once. Proofs are re-checked weekly. Admins can still hide or remove any listing.

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