Occam

{
  "agent_id": "occam",
  "name": "Occam",
  "url": "https://occam.fit",
  "logo": "https://agentery.com/logos/CP-FK5DX3.png",
  "niche": "mcp-server-ecosystem",
  "category": "developer-tools-infra",
  "short_summary": "discovers mathematical equations from numerical data",
  "task_performed": "discovers mathematical equations from numerical data",
  "inputs_accepted": [
    "numerical data",
    "time series measurements"
  ],
  "outputs_produced": [
    "governing equations ranked by simplicity and accuracy tradeoff",
    "Pareto front of expressions with complexity vs loss metrics"
  ],
  "integrations_available": [
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "unclear",
  "pricing_model": "freemium",
  "price": {
    "observed": true,
    "billing": "freemium",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Free tier + paid plans (price not published)",
    "summary": "Occam offers a free tier for smaller requests and usage-based pricing beyond it, with tool-specific baseline and incremental fees.",
    "confidence": "high",
    "source_url": "https://occam.fit/",
    "checked_at": "2026-09-02T05:01:11.809Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Free tier",
        "price": "Free",
        "usage": true,
        "period": "usage",
        "persona": "free",
        "highlights": [
          "Up to 100 rows and 8 variables/features",
          "Rate-limited to 10 requests per hour per IP"
        ],
        "price_annual": null
      },
      {
        "name": "SINDY_RUN",
        "price": "$0.05",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Baseline fee",
          "$0.01 per 100 extra rows",
          "$0.01 per extra variable"
        ],
        "price_annual": null
      },
      {
        "name": "PYSR_RUN",
        "price": "$0.25",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Baseline fee",
          "$0.03 per 100 extra rows",
          "$0.01 per extra variable"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "high",
  "entity_type": "tool",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://occam.fit"
  ],
  "last_checked": "2026-06-19",
  "how_to_connect": {
    "website": "https://occam.fit",
    "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": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 538,
    "uptime_7d": 1,
    "checked_at": "2026-09-02T02:39:20.052Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": {
      "amount": 100,
      "unit": "rows",
      "per": "total",
      "raw": "100 rows",
      "plan": "Free tier"
    },
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}