Mmcp.market

Head to head

Google Ads Transparency Center Scraper 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 Transparency Center Scraperio.github.brenton-keller/google-ads-transparency-center
C
No reviews yet

Google Ads by domain or brand: creatives, formats, dates; or bulk-check which domains advertise.

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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. Both score close on the safety scan (67 and 66 out of 100). Google Ads Transparency Center Scraper is hosted and callable through the gateway; jCodemunch MCP runs on your own machine. jCodemunch MCP has noticeably more public adoption.

 Google Ads Transparency Center ScraperjCodemunch MCP
User ratingNo reviews yetNo reviews yet
Safety gradeC67/100C66/100
AdoptionNewEstablished
GitHub stars–2.7k
Downloads / week–6.0k
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools——
Write actions——
Price per callFreeFree
Licence—NOASSERTION
Last release—2026-09-19
CategoryEverything elseEverything else