MCPs › Data & APIs › universal-memory-service
Self-hosted service providing unified memory search and write operations across file-based memory, vector embeddings, and the Graphiti temporal knowledge graph, accessible via HTTP API or MCP stdio transport.
Not monetized yet
Turn universal-memory-service’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install universal-memory-service
For anyone using universal-memory-service — no Lulu account needed# stdio server — install per the repository README: https://github.com/clawdbrunner/universal-memory-service
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
universal-memory-service installs from source — follow the repository README.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns universal-memory-service — adds Lulu Ads to your own code. Not the install steps above, those are for your users.
Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.
or set up manually at getlulu.dev/publishers
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Managed hosting with monetization built in — waitlist.
[](https://getlulu.dev/mcps/universal-memory-service)