Head to head
jCodemunch MCP vs edgrapi-skills
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.
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US government + SEC data as clean JSON: SAM.gov, USAspending, Grants.gov, Congress, SEC filings.
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 edgrapi-skills (79/100 against 66). edgrapi-skills is hosted and callable through the gateway; jCodemunch MCP runs on your own machine. jCodemunch MCP has noticeably more public adoption.
| jCodemunch MCP | edgrapi-skills | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C66/100 | B79/100 |
| Adoption | Established | Growing |
| GitHub stars | 2.7k | 0 |
| Downloads / week | 6.0k | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | 19 |
| Write actions | — | 2 |
| Price per call | Free | Free |
| Licence | NOASSERTION | MIT-0 |
| Last release | 2026-09-19 | 2026-09-16 |
| Category | Everything else | Everything else |