MCPs › ContextSkeleton
An MCP server that folds function and class implementations into structural skeletons while preserving signatures, interfaces, and docstrings, reducing tokens by up to 90%+ for AI agents. Exposes tools to get repository skeletons, unfold specific symbols on demand, and retrieve exact token and prompt cost savings metrics.
Not monetized yet
Turn ContextSkeleton’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install ContextSkeleton
For anyone using ContextSkeleton — no Lulu account needed# stdio server — install per the repository README: https://github.com/msgtorahul-art/context-skeleton
9 field-tested tactics as a designed playbook plus skills your coding agent can run. Free.
Get the Kit →FAQ
ContextSkeleton 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.
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Your server?
This is for the person who owns ContextSkeleton — 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/contextskeleton)