Head to head
jCodemunch MCP vs VMware AIops
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 listingVMware AIops
Aio.github.vmware-skills/vmware-aiopsNo reviews yet
AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 60 MCP tools.
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 VMware AIops (91/100 against 66). jCodemunch MCP has noticeably more public adoption.
| jCodemunch MCP | VMware AIops | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C66/100 | A91/100 |
| Adoption | Established | Growing |
| GitHub stars | 2.7k | 73 |
| Downloads / week | 6.0k | – |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | NOASSERTION | MIT |
| Last release | 2026-09-19 | 2026-09-19 |
| Category | Everything else | Everything else |