Head to head
jCodemunch MCP vs billing-doctor
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.
Full listingbilling-doctor
Aio.github.lazytitan30/billing-doctorNo reviews yet
Diagnose Google Play Billing incidents locally, with evidence. Not affiliated with Google.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours billing-doctor (92/100 against 66). jCodemunch MCP has noticeably more public adoption.
| jCodemunch MCP | billing-doctor | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C66/100 | A92/100 |
| Adoption | Established | New |
| GitHub stars | 2.7k | 0 |
| Downloads / week | 6.0k | – |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | NOASSERTION | MIT |
| Last release | 2026-09-19 | 2026-09-16 |
| Category | Everything else | Everything else |