Mmcp.market

Head to head

Mushi Mushi vs sigtap Agent Tools

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

Mushi Mushiio.github.kensaurus/mushi-mushi
A
No reviews yet

Bug translation for vibe coders: plain-English diagnosis + paste-ready fix in your AI coding agent

Full listing
sigtap Agent Toolsio.github.unnamedaiagent/sigtap-agent-tools
B
No reviews yet

13 paid x402 tools, USDC/Base. Free check: GET /preview<path>=200 sample. Copy-paste pay: /llms.txt

Full listing

The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Mushi Mushi (98/100 against 81). Mushi Mushi has noticeably more public adoption.

 Mushi Mushisigtap Agent Tools
User ratingNo reviews yetNo reviews yet
Safety gradeA98/100B81/100
AdoptionGrowingGrowing
GitHub stars30
Downloads / week280
Runs whereHosted (remote)Hosted (remote)
Gateway-readyYesYes
Tools13
Write actions2
Price per callFreeFree
LicenceMITMIT
Last release2026-09-182026-09-08
CategoryAI and agentsAI and agents

Other comparisons