Mmcp.market

Head to head

Notebooklm Secure vs SPARDA

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

Notebooklm Secureio.github.Pantheon-Security/notebooklm-mcp-secure
A
No reviews yet

Security-hardened NotebookLM MCP with post-quantum encryption

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SPARDAio.github.zakariagharzouli/sparda-mcp
A
No reviews yet

AI writes. SPARDA proves. Deterministic, offline security gate for AI edits.

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The 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 (91 and 92 out of 100).

 Notebooklm SecureSPARDA
User ratingNo reviews yetNo reviews yet
Safety gradeA91/100A92/100
AdoptionGrowingGrowing
GitHub stars848
Downloads / week101208
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools636
Write actions11—
Price per callFreeFree
LicenceMITNOASSERTION
Last release2026-09-032026-09-16
CategorySecuritySecurity

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