Mmcp.market

Head to head

google-ads-transparency vs jCodemunch MCP

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

google-ads-transparencyio.github.DataLeadsPRO/google-ads-transparency
A
No reviews yet

Query Google Ads Transparency data: advertiser suggestions, creatives, and ad history.

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jCodemunch MCPio.github.jgravelle/jcodemunch-mcp
C
No reviews yet

Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.

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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 google-ads-transparency (89/100 against 66). google-ads-transparency is hosted and callable through the gateway; jCodemunch MCP runs on your own machine. jCodemunch MCP has noticeably more public adoption.

 google-ads-transparencyjCodemunch MCP
User ratingNo reviews yetNo reviews yet
Safety gradeA89/100C66/100
AdoptionNewEstablished
GitHub stars02.7k
Downloads / week–6.0k
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools4—
Write actions——
Price per callFreeFree
LicenceNOASSERTIONNOASSERTION
Last release2026-09-172026-09-19
CategoryEverything elseEverything else

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