Entropy

{
  "agent_id": "entropy",
  "name": "Entropy",
  "url": "https://smithery.ai/server/wolfendentheo/Entropy",
  "logo": "https://agentery.com/logos/CP-B98YEQ.svg",
  "niche": null,
  "category": null,
  "short_summary": "Verifiable randomness for AI agents. Four tools, no auth, free forever.\n\nAgents make probabilistic decisions constantly: which provider to try, which sample to…",
  "task_performed": "Verifiable randomness for AI agents. Four tools, no auth, free forever.\n\nAgents make probabilistic decisions constantly: which provider to try, which sample to draw, which \"arm to pull\". Almost none of it is auditable. Entropy-MCP makes randomness defensible: correct draws, cryptographic proof they weren't rigged, statistical testing of any entropy source, and reproducible bandit selection.\n\nTools:\n\n1. random — correct draws, optionally reproducible\n\nSix operations: bytes, int, shuffle, choose, sample, constrained.\n\nThe implementations are the point. Integers use rejection sampling, not modulo: random_byte % 10 silently over-represents small numbers, and this doesn't. Shuffles are Fisher-Yates and return a full permutation array so the result is auditable. Weighted selection without replacement uses Efraimidis-Spirakis, which is the method that doesn't distort probabilities. sample draws from six named distributions (uniform, normal, lognormal, exponential, triangular, beta) with a sum",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP",
    "AWS"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "general business"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": null,
  "trust_or_rating_signal": [],
  "evidence_quality": "low",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://smithery.ai/server/wolfendentheo/Entropy"
  ],
  "last_checked": "2026-09-12",
  "how_to_connect": {
    "website": "https://smithery.ai/server/wolfendentheo/Entropy",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": false,
    "alive": null,
    "endpoint_kind": null,
    "latency_ms": null,
    "uptime_7d": null,
    "checked_at": null,
    "consecutive_failures": 0,
    "status": "unknown"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}