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