Head to head
jCodemunch MCP vs Gao Protests
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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GAO Bid-Protest Decisions MCP — reads the gao_bid_protests table (ingested
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 Gao Protests (77/100 against 66). Gao Protests is hosted and callable through the gateway; jCodemunch MCP runs on your own machine. jCodemunch MCP has noticeably more public adoption.
| jCodemunch MCP | Gao Protests | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C66/100 | B77/100 |
| Adoption | Established | Growing |
| GitHub stars | 2.7k | 0 |
| Downloads / week | 6.0k | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | 40 |
| Write actions | — | 4 |
| Price per call | Free | Free |
| Licence | NOASSERTION | MIT |
| Last release | 2026-09-19 | 2026-09-19 |
| Category | Everything else | Everything else |