Head to head
Codebase Memory vs jDataMunch MCP
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
Codebase Memory
Cio.github.DeusData/codebase-memory-mcpNo reviews yet
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Full listingjDataMunch MCP
?io.github.jgravelle/jdatamunch-mcpNo reviews yet
Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Codebase Memory has noticeably more public adoption.
| Codebase Memory | jDataMunch MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C69/100 | ? |
| Adoption | Established | — |
| GitHub stars | 44k | – |
| Downloads / week | – | – |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-18 | — |
| Category | Everything else | Everything else |