Head to head
MCP vs Paparats – Local Semantic Code Search MCP
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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Find the repo to build from: search 100k+ repos by base-fitness, clone free or buy over x402.
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Local-first semantic code search across all your repos. Private context for AI coding assistants.
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 Paparats – Local Semantic Code Search MCP (74/100 against 57). MCP is hosted and callable through the gateway; Paparats – Local Semantic Code Search MCP runs on your own machine. Paparats – Local Semantic Code Search MCP has noticeably more public adoption.
| MCP | Paparats – Local Semantic Code Search MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C57/100 | B74/100 |
| Adoption | New | Growing |
| GitHub stars | – | 11 |
| Downloads / week | – | 99 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 16 | — |
| Write actions | 4 | — |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-03 |
| Category | Web search | Web search |