Mmcp.market

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kubernetes-mcp-server vs Aman-Amith-Shastry-scientific_computation_mcp

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

kubernetes-mcp-serverio.github.containers/kubernetes-mcp-server
A
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A Model Context Protocol (MCP) server for Kubernetes and OpenShift

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Aman-Amith-Shastry-scientific_computation_mcpai.smithery/Aman-Amith-Shastry-scientific_computation_mcp
?
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This MCP server enables users to perform scientific computations regarding linear algebra and vect…

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Aman-Amith-Shastry-scientific_computation_mcp is hosted and callable through the gateway; kubernetes-mcp-server runs on your own machine. kubernetes-mcp-server has noticeably more public adoption.

 kubernetes-mcp-serverAman-Amith-Shastry-scientific_computation_mcp
User ratingNo reviews yetNo reviews yet
Safety gradeA94/100?
AdoptionEstablished
GitHub stars2.1k
Downloads / week8.3k
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools
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Price per callFreeFree
LicenceApache-2.0
Last release2026-09-19
CategoryDeveloper toolsDeveloper tools

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