Head to head
jCodemunch MCP vs Visual Memory MCP
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 listingNo reviews yet
Local visual UI cache for AI agents using perceptual hashing + CLIP to cut vision token use.
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 Visual Memory MCP (94/100 against 85).
| jCodemunch MCP | Visual Memory MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A85/100 | A94/100 |
| Adoption | Established | Established |
| GitHub stars | 2.7k | 70 |
| Downloads / week | 6.0k | 4.3k |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | 30 | 15 |
| Write actions | 1 | 1 |
| Price per call | Free | Free |
| Licence | NOASSERTION | NOASSERTION |
| Last release | 2026-09-19 | 2026-09-15 |
| Category | Everything else | Everything else |