Mmcp.market

Head to head

CapabilityWire vs Kosha Model Discovery

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

CapabilityWireio.github.jawauntb/capabilitywire
C
No reviews yet

A live, curated feed of new AI agent capabilities across MCP, SDKs, models, and APIs.

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Kosha Model Discoveryio.github.sriinnu/kosha-discovery
B
No reviews yet

Tells your agent which model to use and what it costs, across 45 providers and local runtimes.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Kosha Model Discovery (83/100 against 64). CapabilityWire is hosted and callable through the gateway; Kosha Model Discovery runs on your own machine. Kosha Model Discovery has noticeably more public adoption.

 CapabilityWireKosha Model Discovery
User ratingNo reviews yetNo reviews yet
Safety gradeC64/100B83/100
AdoptionNewGrowing
GitHub stars–3
Downloads / week–423
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools48
Write actions——
Price per callFreeFree
Licence—MIT
Last release—2026-09-19
CategoryAI and agentsAI and agents

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