Head to head
jCodemunch MCP vs Arcgis Fontana
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 listingArcgis Fontana
?io.github.pipeworx-io/arcgis-fontanaNo reviews yet
City of Fontana GIS — Fontana, California open geospatial data (ArcGIS).
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Arcgis Fontana is hosted and callable through the gateway; jCodemunch MCP runs on your own machine. jCodemunch MCP has noticeably more public adoption.
| jCodemunch MCP | Arcgis Fontana | |
|---|---|---|
| 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) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | NOASSERTION | — |
| Last release | 2026-09-19 | — |
| Category | Everything else | Everything else |