SERVER

Ocean Insight Spectrometer

Rank #58,641

io.github.K-Dense-AI/labmcp-ocean-spectrometer

MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze).

Listed & last published
Sep 26, 2026
OVERVIEW

Ocean Insight Spectrometer is a Model Context Protocol (MCP) server published by k-dense-ai. It ranks #58,641 of 137,138 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. Ocean Insight Spectrometer is listed on Official MCP, with 3 tracked versions. It was first listed on Sep 26, 2026 and most recently updated on Sep 26, 2026.

STANDING
#58,641of 137,138 tracked serversTop 50%

Ranks ahead of 78,497 of 137,138 servers on MCP Toplist.

CONNECT

Use Ocean Insight Spectrometer

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Python package (PyPI)
claude mcp add labmcp-ocean-spectrometer -e "LABMCP_ADDRESS=<your LABMCP_ADDRESS>" -e "LABMCP_SIMULATE=<your LABMCP_SIMULATE>" -e "LABMCP_READ_ONLY=<your LABMCP_READ_ONLY>" -e "LABMCP_LIMITS=<your LABMCP_LIMITS>" -- uvx labmcp-ocean-spectrometer

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MCP Toplist: Top 50% of 137,138
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[![MCP Toplist](https://mcptoplist.com/badge/io.github.K-Dense-AI%2Flabmcp-ocean-spectrometer.svg)](https://mcptoplist.com/server/io.github.K-Dense-AI%2Flabmcp-ocean-spectrometer)
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REGISTRIES

Listed on 1 registry

ORGANIZATION

k-dense-ai

Organization
Servers in org
34
Versions across org
110
MORE FROM THIS PUBLISHER

Other servers by k-dense-ai

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VERSIONS

Available versions (3)

0.1.0 · Sep 26, 20260.1.1 · Sep 26, 20260.1.2 · Sep 26, 2026Sep 26, 2026Sep 26, 2026
VersionPublished
0.1.2Sep 26, 2026
0.1.1Sep 26, 2026
0.1.0Sep 26, 2026
FAQ

Frequently asked questions

Who maintains Ocean Insight Spectrometer?
Ocean Insight Spectrometer is maintained by k-dense-ai, which publishes 34 MCP servers (110 total versions) tracked on MCP Toplist.
Is Ocean Insight Spectrometer listed on the Official MCP Registry?
Yes — Ocean Insight Spectrometer is listed on the Official MCP Registry.
How many versions does Ocean Insight Spectrometer have?
MCP Toplist tracks 3 versions of Ocean Insight Spectrometer, most recently published on Sep 26, 2026.
Where can I find the source code for Ocean Insight Spectrometer?
The source code for Ocean Insight Spectrometer is hosted at github.com/K-Dense-AI/lab-instrument-mcps.
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