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Head to head

Familiar vs NotebookLM MCP

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

Familiarcom.familiarvtt/familiar
B
No reviews yet

AI co-pilot for Foundry VTT: runs combat, scenes, voices and audio. Requires the Familiar module.

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NotebookLM MCPio.github.roomi-fields/notebooklm-mcp
C
No reviews yet

Automate Google NotebookLM — Q&A with citations, audio, video, content generation

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Familiar (83/100 against 63). NotebookLM MCP has noticeably more public adoption.

 FamiliarNotebookLM MCP
User ratingNo reviews yetNo reviews yet
Safety gradeB83/100C63/100
AdoptionGrowingEstablished
GitHub stars1179
Downloads / week371672
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools10042
Write actions268
Price per callFreeFree
LicenceNOASSERTIONMIT
Last release2026-09-162026-09-04
CategoryMediaMedia

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