Head to head
jCodemunch MCP vs spectrum-data-digital
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
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Data marketplace for AI agents: quality-scored datasets, compliance checks, x402 USDC payments.
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 jCodemunch MCP (66/100 against 57). spectrum-data-digital is hosted and callable through the gateway; jCodemunch MCP runs on your own machine. jCodemunch MCP has noticeably more public adoption.
| jCodemunch MCP | spectrum-data-digital | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C66/100 | C57/100 |
| Adoption | Established | New |
| 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 |