Mmcp.market

Head to head

SpecPilot vs Matplotlibnet

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

SpecPilotdev.specpilot/specpilot
A
No reviews yet

Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent

Full listing
Matplotlibnetio.github.xkqg/matplotlibnet
A
No reviews yet

Renders MatPlotLibNet charts to PNG, SVG or PDF from a JSON spec an AI agent writes.

Full listing

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 (89 and 88 out of 100). SpecPilot is hosted and callable through the gateway; Matplotlibnet runs on your own machine.

 SpecPilotMatplotlibnet
User ratingNo reviews yetNo reviews yet
Safety gradeA89/100A88/100
AdoptionGrowingGrowing
GitHub stars3814
Downloads / week
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools2
Write actions
Price per callFreeFree
LicenceMITMIT
Last release2026-09-132026-09-13
CategoryAI and agentsAI and agents

Other comparisons