Head to head
jCodemunch MCP vs Autonomy — canonical service discovery
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 listingAutonomy — canonical service discovery
Cio.github.SleepyJP/autonomy-mcpNo reviews yet
Read-only Autonomy capability, schema, status and pricing discovery. Paid execution remains paused.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (66 and 67 out of 100). Autonomy — canonical service discovery is hosted and callable through the gateway; jCodemunch MCP runs on your own machine. jCodemunch MCP has noticeably more public adoption.
| jCodemunch MCP | Autonomy — canonical service discovery | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C66/100 | C67/100 |
| Adoption | Established | New |
| GitHub stars | 2.7k | – |
| Downloads / week | 6.0k | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | 4 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | NOASSERTION | — |
| Last release | 2026-09-19 | — |
| Category | Everything else | Everything else |