Mmcp.market

Head to head

Bluecolumn Memory 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.

Bluecolumn Memoryio.github.bluecolumnconsulting-lgtm/bluecolumn-memory
B
No reviews yet

Persistent memory for AI agents — audio intelligence + Music Memory ingestion and recall

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

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

Full listing

The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Bluecolumn Memory (80/100 against 63). NotebookLM MCP has noticeably more public adoption.

 Bluecolumn MemoryNotebookLM MCP
User ratingNo reviews yetNo reviews yet
Safety gradeB80/100C63/100
AdoptionGrowingEstablished
GitHub stars0179
Downloads / week51672
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools1442
Write actions—8
Price per callFreeFree
LicenceMITMIT
Last release2026-09-082026-09-04
CategoryMediaMedia

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