Varrd

{
  "agent_id": "varrd",
  "name": "Varrd",
  "url": "https://www.varrd.com/",
  "logo": "https://agentery.com/logos/CP-27KKFV-ld256.png",
  "niche": "quantitative-analysis-agent",
  "category": "financial-services",
  "short_summary": "validates trading ideas by testing them with real market data and institutional-grade statistical analysis",
  "task_performed": "validates trading ideas by testing them with real market data and institutional-grade statistical analysis",
  "inputs_accepted": [
    "natural language trading ideas and hypotheses"
  ],
  "outputs_produced": [
    "validated trading edges with statistical test results",
    "backtests",
    "charts",
    "and performance analysis"
  ],
  "integrations_available": [
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "A2A",
    "X402"
  ],
  "industry_fit": [
    "finance"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "unclear",
  "pricing_model": "freemium",
  "price": {
    "observed": true,
    "billing": "usage",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "$2 per unit (usage-based; prepaid credit $5)",
    "commercial": {
      "rates": [
        {
          "line": "VARRD Validation",
          "per": "per unit",
          "text": "$2 per unit"
        }
      ],
      "currency": "USD",
      "notes": [
        "prepaid credit: $5 (funding, not a subscription)"
      ],
      "lines": [
        {
          "name": "VARRD Validation",
          "price": "$2 free credit; then AI tokens at cost plus 15%",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "Validation credit pack",
          "price": "$5",
          "kind": "credit_purchase",
          "billed": "one_off"
        },
        {
          "name": "Validation credit pack",
          "price": "$20",
          "kind": "credit_purchase",
          "billed": "one_off"
        },
        {
          "name": "Validation credit pack",
          "price": "$50",
          "kind": "credit_purchase",
          "billed": "one_off"
        },
        {
          "name": "VARRD Ops",
          "price": "Contact sales",
          "kind": "custom"
        },
        {
          "name": "VARRD Risk",
          "price": "Contact sales",
          "kind": "custom"
        }
      ]
    },
    "summary": "$2 per unit (usage-based; prepaid credit $5). VARRD Validation uses pay-as-you-go AI-token pricing with $2 of new-account credit and $5, $20, and $50 credit packs, while Ops and Risk are priced per desk.",
    "confidence": "high",
    "source_url": "https://www.varrd.com/guides/pricing.html",
    "checked_at": "2026-10-29T03:25:40.780Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "VARRD Validation",
        "price": "$2 free credit; then AI tokens at cost plus 15%",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Pay only for new research",
          "AI token usage billed at cost plus 15%",
          "Credits do not expire"
        ],
        "promo_note": "New accounts receive $2 of free credit; no subscription.",
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Validation credit pack",
        "price": "$5",
        "usage": true,
        "period": "one-time",
        "persona": "individual",
        "highlights": [
          "Credits do not expire"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Validation credit pack",
        "price": "$20",
        "usage": true,
        "period": "one-time",
        "persona": "individual",
        "highlights": [
          "Credits do not expire"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Validation credit pack",
        "price": "$50",
        "usage": true,
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "Credits do not expire"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "VARRD Ops",
        "price": "Contact sales",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Scoped per desk",
          "Not self-serve"
        ],
        "promo_note": "Price follows the scope and is set per desk.",
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "VARRD Risk",
        "price": "Contact sales",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Scoped per desk",
          "Not self-serve"
        ],
        "promo_note": "Price follows the scope and is set per desk.",
        "price_promo": null,
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "Ranked #1 trading MCP server",
    "#12 globally out of 12,865 servers on PulseMCP",
    "Above AWS, Notion, Figma, Zapier, and Salesforce"
  ],
  "evidence_quality": "high",
  "entity_type": "tool",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://www.varrd.com/"
  ],
  "last_checked": "2026-10-29",
  "profile_checked": "2026-06-19",
  "price_checked": "2026-10-29",
  "how_to_connect": {
    "website": "https://www.varrd.com/",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP",
      "A2A",
      "x402"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP, A2A, x402 but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "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": {
      "source_url": "https://www.varrd.com/guides/pricing.html",
      "last_observed_day": "2026-10-29",
      "age_days": 1,
      "verified_day": "2026-10-29",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 44,
    "group": "Trading analysis and automation",
    "change_90d_pct": 0.89,
    "fair_price_by_tier_monthly_usd": {
      "individual": 20,
      "pro": 35,
      "team / small business": 199,
      "enterprise": 999
    },
    "broad_market": true,
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/44"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 521,
    "uptime_7d": 1,
    "checked_at": "2026-10-29T02:46:49.460Z",
    "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."
}