@general-liquidity/sharpebench-mcp

An MCP server that exposes the SharpeBench luck-robust scoring kernel as agent-callable tools. Point Claude (or any MCP client) at it and it can deflate a Sharpe, check pass^k reliability, audit a briefing for bias, or price an option's tail-risk — all from the deterministic Rust kernel, no network.

Tools

| Tool | What it does | |---|---| | score | Rank a field of submissions on the luck-robust composite | | score_agent | Score one submission → deflated Sharpe / pass^k / process / rolling Sharpe | | self_audit | Fire known gaming attacks at the scorer (anti-gaming proof) | | audit_briefing | Audit a shared briefing for input-side salience bias | | score_allocation | Score a weight-vector trajectory (validity + turnover) | | greeks | Black-Scholes price + Greeks + tail-selling risk | | canary | Derive a do-not-train contamination tripwire |

All tools are read-only and deterministic — safe to expose without sandboxing.

Use it

Add to your MCP client config (e.g. Claude Desktop's mcpServers):

{
  "mcpServers": {
    "sharpebench": {
      "command": "npx",
      "args": ["-y", "@general-liquidity/sharpebench-mcp"]
    }
  }
}

License

MIT OR Apache-2.0, at your option.