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feat(mcp): add benchmark_me and rank_if — field-relative tools
Two new remote HTTP MCP tools that answer the human questions: - benchmark_me: "How good am I?" — benchmarks your cascade against the live leaderboard. Returns percentile, estimated rank, distance from median/top 10%/top 1%, strongest and weakest metric vs field median, and a one-line interpretation. Accepts pillars or a codename. - rank_if: "What would it take to reach top 10%?" — counterfactual rank simulator. Takes your pillars + a target percentile, fetches the live board, computes the yield threshold, then simulates 5 strategies (increase cache reads, decrease input, increase output, balanced, enable caching) and returns the smallest change needed to reach the target, with simulated rank/percentile/class. Both tools fetch the live leaderboard for field statistics, making them field-relative rather than pure-math. Still read-only, no auth. Remote endpoint now exposes 10 tools (was 8). Updated mcp.json discovery card, /mcp page metadata, FAQ JSON-LD, and tool listings. Generated with [Devin](https://devin.ai) Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
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app/.well-known/mcp.json/route.ts

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@@ -44,6 +44,8 @@ export async function GET() {
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"suggest_improvements",
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"self_improve",
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"rank_windows",
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"benchmark_me",
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"rank_if",
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],
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install: "npx sigrank",
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docs: `${SITE_ORIGIN}/developers`,

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