MCPs โบ Data & APIs โบ BuildAutomata Memory
Provides persistent memory storage with temporal versioning, semantic search, and automatic decay using SQLite for reliability and Qdrant for vector similarity search to maintain context across conversations and learn from past interactions.
Computed from public signals only โ stars, package downloads and how many registries list it. It measures how established a project is, not whether it is safe or right for you.
Not monetized yet
Turn BuildAutomata Memoryโs tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Want top placement in Luluโs Choice? Get in touch.
Install BuildAutomata Memory
For anyone using BuildAutomata Memory โ no Lulu account needed# stdio server โ install per the repository README: https://github.com/brucepro/buildautomata_memory_mcp
9 field-tested tactics as a designed playbook plus skills your coding agent can run. Free.
Get the Kit โFAQ
BuildAutomata Memory installs from source โ follow the repository README.
27 out of 100, computed from cross-registry traction signals (installs, stars, registry presence) โ never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns BuildAutomata Memory โ 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 โ waitlist.
[](https://getlulu.dev/mcps/buildautomata-memory-mcp-server)