MCPs › Data & APIs › MAPI
An auditable memory, lifecycle, and governance server for AI agents, providing durable memories with provenance, lifecycle management, and guarded workflows through the Model Context Protocol.
Not monetized yet
Turn MAPI’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install MAPI
For anyone using MAPI — no Lulu account needed# stdio server — install per the repository README: https://github.com/cabo0m/mapi-agent-memory
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
MAPI 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 MAPI — 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/mapi)