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SigRank — AI Operator Benchmarking

SigRank benchmark MCP: cascade metrics, leaderboard, operator profiles, simulation, diagnostics.

signalaf.comsignalaf.com/sigrank★ 6Updated Aug 27, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "com.signalaf/sigrank",
  "description": "SigRank benchmark MCP: cascade metrics, leaderboard, operator profiles, simulation, diagnostics.",
  "title": "SigRank — AI Operator Benchmarking",
  "repository": {
    "url": "https://github.com/SunrisesIllNeverSee/sigrank-app",
    "source": "github"
  },
  "version": "1.0.0",
  "websiteUrl": "https://signalaf.com",
  "remotes": [
    {
      "type": "streamable-http",
      "url": "https://signalaf.com/api/mcp"
    }
  ],
  "_meta": {
    "io.modelcontextprotocol.registry/publisher-provided": {
      "authentication": {
        "note": "All SigRank tools are read-only and require no authentication.",
        "required": false
      },
      "protocol_versions": [
        "2025-06-18",
        "2025-03-26"
      ],
      "server_card": "https://signalaf.com/.well-known/mcp.json",
      "tool_count": 15,
      "tools": [
        "rank_paste",
        "get_leaderboard",
        "get_operator",
        "simulate_change",
        "diagnose_cascade",
        "suggest_improvements",
        "self_improve",
        "rank_windows",
        "benchmark_me",
        "rank_if",
        "operator_gap",
        "field_anomaly",
        "who_operates_like_me",
        "compare_to_field",
        "operator_signature"
      ]
    }
  }
}

Permissions

DeclaredDetected
Runs code—None
Installs—None
Runs install scripts—None
Networksignalaf.comsignalaf.com
Needs credentialsNoneNone
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #11.0.0latestOct 7, 2026