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OR Apache-2.0","homepage":"https://github.com/general-liquidity/sharpebench#readme","keywords":["mcp","model-context-protocol","trading","sharpebench","benchmark","ai-agents"],"repository":{"url":"git+https://github.com/general-liquidity/sharpebench.git","type":"git","directory":"npm/mcp"},"description":"MCP server exposing SharpeBench's luck-robust quantitative evaluation tools for trading agents, including deflated Sharpe, pass^k, process discipline, and risk analysis.","maintainers":[{"name":"tiberiu_toca","email":"tibi.toca@gmail.com"}],"readme":"# @general-liquidity/sharpebench-mcp\n\nAn **MCP server** that exposes [SharpeBench](https://github.com/general-liquidity/sharpebench)'s luck-robust quantitative evaluation as agent-callable tools. Point an MCP client at it to deflate a Sharpe, check pass^k reliability, compare regimes, audit a briefing, or price option tail risk. Every result comes from the deterministic Rust kernel with no network access.\n\n## Tools\n\n| Tool | What it does |\n|---|---|\n| `score` | Rank a field of submissions on the luck-robust composite |\n| `score_agent` | Score one submission → deflated Sharpe / pass^k / process / rolling Sharpe |\n| `self_audit` | Fire known gaming attacks at the scorer (anti-gaming proof) |\n| `audit_briefing` | Audit a shared briefing for input-side salience bias |\n| `score_allocation` | Score a weight-vector trajectory (validity + turnover) |\n| `greeks` | One long European option: price, Greeks and local exposure flags |\n| `canary` | Derive a do-not-train contamination tripwire |\n| `is_my_sharpe_real` | Deflate one return series for its search footprint and render the honesty verdict (`trials_sr_std` and `sr_benchmark` annualized, `periods_per_year` default 252) |\n| `regime_compare` | Compare aligned returns inside caller-supplied regimes |\n| `percentile_selection` | Compare the observed point winner with a bootstrap-percentile winner |\n| `decompose_uncertainty` | Report aleatoric, epistemic, and distributional diagnostic legs |\n| `crowding_half_life` | Evaluate a caller-calibrated crowding-decay prior |\n| `classify_disqualification` | Name every hard-gate and advisory signal that fired |\n\nAll tools are read-only and deterministic. They do not execute entrant code or access the network.\n\n## Use it\n\nAdd to your MCP client config (e.g. Claude Desktop's `mcpServers`):\n\n```json\n{\n  \"mcpServers\": {\n    \"sharpebench\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@general-liquidity/sharpebench-mcp\"]\n    }\n  }\n}\n```\n\n## License\n\nMIT OR Apache-2.0, at your option.\n","readmeFilename":"README.md"}