Agentreliability Agentreliabil

{
  "agent_id": "agentreliability_agentreliabil",
  "name": "Agentreliability Agentreliabil",
  "url": "https://agentreliability.dev/",
  "logo": null,
  "niche": "agent-observability-eval",
  "category": "developer-tools-infra",
  "short_summary": "Sourced answers on testing, benchmarking and auditing autonomous AI agents — every claim bound to a registered source, with its own confidence and evidence tie…",
  "task_performed": "Sourced answers on testing, benchmarking and auditing autonomous AI agents — every claim bound to a registered source, with its own confidence and evidence tier.\n\nRead-only MCP access to the agent-reliability corpus: 38 knowledge objects and 136 claims on agent evals, harnesses, benchmarks and release gates. No claim without a registered source.",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "general business"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public pricing or paid plans were observed in the supplied homepage or page content.",
    "confidence": "high",
    "source_url": "https://agentreliability.dev/k/regression-gating-model-upgrades",
    "checked_at": "2026-09-29T02:19:33.197Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://agentreliability.dev/"
  ],
  "last_checked": "2026-08-31",
  "how_to_connect": {
    "website": "https://agentreliability.dev/",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "self_hosted",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "You run it yourself: install from the published command/package; no vendor endpoint found.",
    "evidence": {
      "sources": [
        "page_text:self_run_wording"
      ],
      "excerpt": "cess rate like any other API, plus adversarial content like no other API. WebArena A self-hosted, realistic web environment for evaluating autonomous agents: functional s",
      "url": "https://agentreliability.dev/",
      "observed_day": "2026-10-04",
      "age_days": 2,
      "hosted_evidence": null,
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "price_history_available": "Pass price_history:true for this provider's dated plan prices (observation dates, original currency).",
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 665,
    "uptime_7d": 1,
    "checked_at": "2026-10-05T02:30:47.338Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}