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14,515 MCP servers

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

Showing 6,637–6,648 of 14,515 matching servers

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ServerTypeCategoryAccessSetup
labmcp-ms-data MCP logo, by K-Dense-AI

labmcp-ms-data MCP

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

An MCP server for analyzing LC-MS mass spectrometry data in mzML, mzMLb, and Bruker timsTOF formats.

CommunityPackage
Data and analyticsSource reviewed
labmcp-ni-daqmx MCP logo, by K-Dense-AI

labmcp-ni-daqmx MCP

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

An MCP server that enables AI agents to interact with National Instruments DAQ hardware.

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

labmcp-ocean-spectrometer MCP

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

An MCP server that enables AI agents to interact with Ocean Insight and Ocean Optics spectrometers via the python-seabreeze library.

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

labmcp-palmsens MCP

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

An MCP server that enables AI agents to control PalmSens potentiostats (EmStat Pico, EmStat4, Sensit, Nexus) via the MethodSCRIPT protocol.

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

labmcp-sartorius MCP

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

An MCP server for Sartorius laboratory balances that allows AI agents to perform weighing, taring, logging drift and evaporation, and running internal adjustments via the SBI…

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

labmcp-scpi MCP

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

A generic MCP server that allows AI agents to interface with any SCPI or IEEE 488.2 compliant laboratory instrument.

CommunityPackage
Developer toolsSource reviewed
labmcp-sila2 MCP logo, by K-Dense-AI

labmcp-sila2 MCP

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

An MCP server that bridges AI agents to any SiLA 2 compliant laboratory instrument or middleware.

CommunityPackage
Developer toolsSource reviewed
Lachesis MCP logo, by UnboundCompute

Lachesis MCP

By UnboundCompute · 0 tools · 6 GitHub stars

Lachesis is a compiler-precise code property graph tool for C, Python, and TypeScript that is navigable over MCP.

CommunityPackage
Developer toolsSource reviewed
Lacuna Music MCP logo, by JOYLINK LTD

Lacuna Music MCP

By JOYLINK LTD · 0 tools · 5 GitHub stars

The official MCP server for Lacuna Music enables coding agents to programmatically generate AI music, manage asynchronous generation tasks, and handle authentication via API keys.

CommunityPackage
AI and machine learningSource reviewed
Lagaam MCP logo, by lagaam-ai

Lagaam MCP

By lagaam-ai · 0 tools · 1 GitHub star

Lagaam is an MCP server that prevents AI agents from stalling shared Trino or Apache Pinot clusters by intercepting queries before execution.

CommunityPackage
Developer toolsSource reviewed
Laika Orbit MCP logo, by Laika Dynamics Ltd

Laika Orbit MCP

By Laika Dynamics Ltd · 0 tools

Laika Orbit recall is a zero-model retrieval engine that answers questions about a folder of files without calling an LLM.

CommunityPackage
Developer toolsSource reviewed
Lain MCP logo, by spuentesp

Lain MCP

By spuentesp · 0 tools · 9 GitHub stars

A high-performance knowledge graph MCP server for AI coding agents.

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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