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Head to head

jCodemunch MCP vs Tollbooth Oauth2 Collector

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

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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Tollbooth Oauth2 Collectorio.github.lonniev/tollbooth-oauth2-collector
?
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Unauthenticated OAuth2 callback collector for Tollbooth MCP services

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Tollbooth Oauth2 Collector is hosted and callable through the gateway; jCodemunch MCP runs on your own machine. jCodemunch MCP has noticeably more public adoption.

 jCodemunch MCPTollbooth Oauth2 Collector
User ratingNo reviews yetNo reviews yet
Safety gradeC66/100?
AdoptionEstablished
GitHub stars2.7k
Downloads / week6.0k
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools
Write actions
Price per callFreeFree
LicenceNOASSERTION
Last release2026-09-19
CategoryEverything elseEverything else