Mmcp.market

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Toolpiper vs Ghost

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

Toolpiperio.github.ModelPiper/toolpiper
C
No reviews yet

On-device MCP tools for macOS: local AI, speech, vision, browser automation, system control.

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Ghostio.github.NORTHTEKDevs/ghost
C
No reviews yet

Verified desktop control for agents on Windows and Linux: apps with no API, windows, shell, browser.

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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 (68 and 68 out of 100).

 ToolpiperGhost
User ratingNo reviews yetNo reviews yet
Safety gradeC68/100C68/100
AdoptionGrowingGrowing
GitHub stars225
Downloads / week
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools
Write actions
Price per callFreeFree
LicenceMITMIT
Last release2026-09-052026-09-06
CategoryScraping and browsingScraping and browsing

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