Mmcp.market

Head to head

ContextStream MCP Server vs VMware Private AI (GPU & Model Serving)

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

ContextStream MCP Serverio.github.contextstream/mcp-server
A
No reviews yet

Project memory, semantic code search, and grounded agent context.

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VMware Private AI (GPU & Model Serving)io.github.vmware-skills/vmware-privateai
A
No reviews yet

VMware Private AI (NVIDIA): GPU inventory, vGPU profiles, utilization, model serving — 17 tools

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (96 and 91 out of 100). ContextStream MCP Server is hosted and callable through the gateway; VMware Private AI (GPU & Model Serving) runs on your own machine. ContextStream MCP Server has noticeably more public adoption.

 ContextStream MCP ServerVMware Private AI (GPU & Model Serving)
User ratingNo reviews yetNo reviews yet
Safety gradeA96/100A91/100
AdoptionEstablishedGrowing
GitHub stars430
Downloads / week964463
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools—17
Write actions——
Price per callFreeFree
LicenceMITMIT
Last release2026-09-152026-09-19
CategoryAI and agentsAI and agents

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