MCPs › mcp-agent-reliability
MCP server that scores tool descriptions, estimates token costs, simulates agent tool selection, and generates reliability reports to help AI agents choose the right tools and reduce wasted tokens.
Not monetized yet
Turn mcp-agent-reliability’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install mcp-agent-reliability
For anyone using mcp-agent-reliability — no Lulu account needed# stdio server — install per the repository README: https://github.com/princeruhulofficial/mcp-agent-reliability
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
mcp-agent-reliability 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 mcp-agent-reliability — 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/mcp-agent-reliability)