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Cytoscape Desktop MCP vs Emulo

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

Cytoscape Desktop MCPio.github.cytoscape/cytoscape-desktop-mcp-bridge
A
No reviews yet

Drive a running Cytoscape Desktop to load, lay out, and style biological networks.

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Emuloio.github.ohad6k/emulo
A
No reviews yet

Mine your local AI coding session logs into a profile your agent loads before every task.

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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 (94 and 92 out of 100).

 Cytoscape Desktop MCPEmulo
User ratingNo reviews yetNo reviews yet
Safety gradeA94/100A92/100
AdoptionGrowingGrowing
GitHub stars7291
Downloads / week22–
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceBSD-3-ClauseMIT
Last release2026-09-012026-08-24
CategoryProductivityProductivity

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