{
  "name": "match.inocta.io",
  "description": "A completed, published, pre-registered AI benchmark by inocta.io: three AI reasoning architectures (Solo, Pipeline, Council) plus control twins, an ELO rating, the betting market, and a human forecast, all calling 104 FIFA World Cup 2026 matches before kickoff. The finding: the Council architecture is the best-calibrated (ECE 0.100 over 104 scored matches). Read-only, no auth.",
  "provider": {
    "organization": "inocta.io",
    "url": "https://inocta.io"
  },
  "url": "https://match.inocta.io",
  "documentationUrl": "https://match.inocta.io/llms.txt",
  "version": "1.0.0",
  "capabilities": {
    "streaming": false,
    "pushNotifications": false
  },
  "defaultInputModes": ["application/json"],
  "defaultOutputModes": ["application/json"],
  "skills": [
    {
      "id": "inocta-bench-tools",
      "name": "inocta-bench-tools",
      "description": "Query the published benchmark: get_benchmark_info (the finding with the full ranking), get_citation (APA + BibTeX + DOI), get_paper (the four PDFs), the final scoreboard, and calibration (Brier / ECE). Read-only, no auth.",
      "tags": ["benchmark", "ai-calibration", "world-cup-2026", "research", "read-only"],
      "manifest": "https://match.inocta.io/api/mcp/manifest",
      "execute": "https://match.inocta.io/api/mcp/execute",
      "documentation": "https://match.inocta.io/llms.txt"
    }
  ]
}