Weflayr: the Margin Optimization Layer for AI builders
Every feature you ship burns inference. Weflayr joins real revenue to real cost, per customer, per feature, and helps you continuously optimize your margin through AI cost reduction.
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https://weflayr.com/MCP
Learn morehttps://mcp.weflayr.com/This server may ask you to sign in when your AI client connects.
Last probed Oct 9, 2026 · mcp.weflayr.com
12tools discovered
Get
Get Costs
get_costsGet cost, bucketed by period (aggregate) and optionally grouped by one dimension (group_by: customer/feature/model/provider). Combining both splits each period further into one row per dimension value.
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Directory coverage for brandsEvery feature you ship burns inference. Weflayr joins real revenue to real cost, per customer, per feature, and helps you continuously optimize your margin through AI cost reduction.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
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MCPBundles probed 12 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
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