Leastaction Labs

{
  "agent_id": "leastaction_labs",
  "name": "Leastaction Labs",
  "url": "https://leastactionlabs.com",
  "logo": "https://www.google.com/s2/favicons?domain=leastactionlabs.com&sz=128",
  "niche": "ai-data-platform",
  "category": "developer-tools-infra",
  "short_summary": "AI-native data workflow platform with built-in MCP server. Build, run, and operate data workflows unified in a shared context layer. Self-hosted, source-availa…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Free tier + paid plans (price not published)",
    "summary": "LeastAction offers a permanent free self-hosted tier, while Business and Enterprise pricing is available through sales contact.",
    "confidence": "high",
    "source_url": "https://leastactionlabs.com/pricing",
    "checked_at": "2026-07-28T05:02:57.597Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Free",
        "price": "0USD",
        "period": null,
        "persona": "free",
        "highlights": [
          "Unlimited operators",
          "Unlimited tasks / runs",
          "Built-in MCP server",
          "Community support",
          "Self-hosted"
        ]
      },
      {
        "name": "Business",
        "price": "Contact Sales",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Everything in Free",
          "Team accounts and shared catalog",
          "Role-based access control",
          "Centralized credential management",
          "Priority email support"
        ]
      },
      {
        "name": "Enterprise",
        "price": "Contact Sales",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Everything in Business",
          "SSO / SAML",
          "Advanced RBAC and audit logs",
          "SLA guarantees",
          "Dedicated support and onboarding"
        ]
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "agent_platform",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://leastactionlabs.com"
  ],
  "last_checked": null,
  "how_to_connect": {
    "website": "https://leastactionlabs.com",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": []
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 836,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:35:13.154Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "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."
}