Head to head
LightShip vs MCP Server
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
Governed access to production AI-agent traces in an existing ClickHouse store.
Full listingNo reviews yet
Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.
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 (85 and 82 out of 100). LightShip is hosted and callable through the gateway; MCP Server runs on your own machine.
| LightShip | MCP Server | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A85/100 | B82/100 |
| Adoption | Growing | Growing |
| GitHub stars | 3 | 3 |
| Downloads / week | – | 299 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | 23 |
| Write actions | — | 10 |
| Price per call | Free | Free |
| Licence | Apache-2.0 | Apache-2.0 |
| Last release | 2026-09-14 | 2026-09-18 |
| Category | E-commerce | E-commerce |