Head to head
jCodemunch MCP vs AppDirect MCP
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 listing
No reviews yet
AppDirect marketplace operations with an offline mirror and cross-company billing reconciliation.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. jCodemunch MCP has noticeably more public adoption.
| jCodemunch MCP | AppDirect MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C66/100 | ? |
| Adoption | Established | — |
| GitHub stars | 2.7k | – |
| 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 | — |
| Last release | 2026-09-19 | — |
| Category | Everything else | Everything else |