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Head to head

ContextStream MCP Server vs Visual Intent Layer

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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Visual Intent Layerio.github.willa-code/visual-intent-layer
A
No reviews yet

Point at visible targets in an agent-built interface, and deliver grounded Annotations.

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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 89 out of 100). ContextStream MCP Server is hosted and callable through the gateway; Visual Intent Layer runs on your own machine. ContextStream MCP Server has noticeably more public adoption.

 ContextStream MCP ServerVisual Intent Layer
User ratingNo reviews yetNo reviews yet
Safety gradeA96/100A89/100
AdoptionEstablishedGrowing
GitHub stars430
Downloads / week964471
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITApache-2.0
Last release2026-09-152026-09-18
CategoryAI and agentsAI and agents

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