Commit ddf0e4f
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>1 parent f2aebc6 commit ddf0e4f
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