Head to head
jCodemunch MCP vs Zinvyl Fixed-Scope Marketplace
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
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Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.
Full listing
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Read-only routing for Zinvyl freight workflow audits and API failure diagnosis.
Full listingThe 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 (66 and 60 out of 100). Zinvyl Fixed-Scope Marketplace is hosted and callable through the gateway; jCodemunch MCP runs on your own machine. jCodemunch MCP has noticeably more public adoption.
| jCodemunch MCP | Zinvyl Fixed-Scope Marketplace | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C66/100 | C60/100 |
| Adoption | Established | New |
| GitHub stars | 2.7k | – |
| Downloads / week | 6.0k | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | 4 |
| Write actions | — | 1 |
| Price per call | Free | Free |
| Licence | NOASSERTION | — |
| Last release | 2026-09-19 | — |
| Category | Everything else | Everything else |