Toolrank

{
  "agent_id": "toolrank",
  "name": "Toolrank",
  "url": "https://toolrank.dev",
  "logo": "https://agentery.com/logos/CP-BANGY7.svg",
  "niche": "agent-observability-eval",
  "category": "developer-tools-infra",
  "short_summary": "scores and optimizes MCP tool definitions for AI agent discovery",
  "task_performed": "scores and optimizes MCP tool definitions for AI agent discovery",
  "inputs_accepted": [
    "Smithery server names",
    "GitHub repo URLs",
    "JSON tool definitions"
  ],
  "outputs_produced": [
    "ToolRank Scores (0-100)",
    "specific optimization recommendations",
    "trust badges",
    "rankings"
  ],
  "integrations_available": [
    "GitHub",
    "Smithery",
    "Official MCP Registry",
    "API"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "API"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "freemium",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 29,
    "monthly_usd": 29,
    "headline": "Free plan; paid from $29/mo",
    "commercial": {
      "entry_offer": {
        "line": "Pro",
        "monthly_native": 29,
        "monthly_usd": 29,
        "commitment": "monthly",
        "basis": "$29/month",
        "billing_verified": true
      },
      "currency": "USD",
      "lines": [
        {
          "name": "Free",
          "price": "$0 forever",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Pro",
          "price": "$29 /month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Team",
          "price": "$99 /month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Enterprise",
          "price": "$499/month",
          "kind": "base_subscription",
          "billed": "monthly"
        }
      ]
    },
    "summary": "Free plan; paid from $29/mo. ToolRank offers a permanent free tier, with Pro at $29/month, Team at $99/month, and Enterprise plans starting at $499/month.",
    "confidence": "high",
    "source_url": "https://toolrank.dev/pricing",
    "checked_at": "2026-10-24T03:14:07.578Z",
    "amount": 29,
    "display": "From $29/mo",
    "plans": [
      {
        "name": "Free",
        "price": "$0 forever",
        "period": "month",
        "persona": "free",
        "highlights": [
          "Score diagnosis",
          "14 rule-based checks",
          "Issue detection",
          "Public ranking access",
          "Static README badge",
          "CI lint integration"
        ],
        "price_annual": null
      },
      {
        "name": "Pro",
        "price": "$29 /month",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "AI-powered rewrite proposals",
          "Claude analysis",
          "Dynamic live-score badge",
          "Weekly monitoring reports",
          "API access with 1,000 calls/month"
        ],
        "price_annual": null
      },
      {
        "name": "Team",
        "price": "$99 /month",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "Up to 10 team members",
          "API access with 10,000 calls/month",
          "Custom scoring rules",
          "Webhook notifications",
          "Priority support"
        ],
        "price_annual": null
      },
      {
        "name": "Enterprise",
        "price": "$499/month",
        "period": "month",
        "persona": "enterprise",
        "highlights": [
          "Unlimited API",
          "Custom integrations",
          "ATO consulting"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "GitHub stars",
    "open source"
  ],
  "evidence_quality": "high",
  "entity_type": "tool",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://toolrank.dev"
  ],
  "last_checked": "2026-10-24",
  "profile_checked": "2026-06-19",
  "price_checked": "2026-10-24",
  "how_to_connect": {
    "website": "https://toolrank.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": "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://toolrank.dev/pricing",
      "last_observed_day": "2026-10-24",
      "age_days": 1,
      "verified_day": "2026-10-24",
      "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": 7,
    "group": "MCP infrastructure management",
    "change_90d_pct": 1.19,
    "fair_price_by_tier_monthly_usd": {
      "individual": 16.58,
      "pro": 29,
      "team / small business": 99,
      "enterprise": 999
    },
    "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/7"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 515,
    "uptime_7d": 1,
    "checked_at": "2026-10-24T02:45:30.841Z",
    "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."
}