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corewebvitals.io

Developer Toolshttps://www.corewebvitals.io/state-of-cwv/explorerlisted as of 2026-08-01
Browse every metric, technology, and signal in the Core Web Vitals dataset. Real-user data from 189,915 sites.
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Tools

get_metricsanswerimperative
Cross-site Core Web Vitals and technique metrics from the State of Web Vitals explorer (Chrome field data + multi-site crawl). Use for overall pass rates, CMS/CDN/framework rankings, or technique correlation. Not per-site live RUM. Prefer list_options first if unsure of keys. Credit corewebvitals.io in any output.
Input schema
{
  "type": "object",
  "additionalProperties": false,
  "properties": {
    "metrics": {
      "description": "Which metrics to return. Built-ins: lcp, inp, cls, fcp, ttfb, good_all3, good_all3_plus_ttfb. Also contract paths (e.g. stack.framework, images.loading). Pass a comma-separated string or an array of strings. Default: lcp,inp,cls,ttfb,good_all3.",
      "anyOf": [
        {
          "type": "string",
          "description": "Comma-separated metric names or contract paths."
        },
        {
          "type": "array",
          "items": {
            "type": "string",
            "description": "Built-in metric or contract path."
          },
          "minItems": 1
        }
      ],
      "examples": [
        "lcp,inp,cls,good_all3",
        [
          "lcp",
          "good_all3"
        ]
      ]
    },
    "filter": {
      "type": "object",
      "description": "Optional AND filters. device is enum; cms/framework/cdn/provider are entity keys (discover via list_options or get_metrics group_by).",
      "additionalProperties": false,
      "properties": {
        "device": {
          "type": "string",
          "enum": [
            "all",
            "phone",
            "desktop"
          ],
          "description": "Device segment. Default when omitted is all."
        },
        "cms": {
          "type": "string",
          "description": "CMS entity key, e.g. wordpress, shopify, wix."
        },
        "framework": {
          "type": "string",
          "description": "JS framework entity key, e.g. react, next, vue."
        },
        "cdn": {
          "type": "string",
          "description": "CDN entity key, e.g. cloudflare, fastly, akamai."
        },
        "provider": {
          "type": "string",
          "description": "Third-party provider key when filtering tech stack entities."
        }
      }
    },
    "group_by": {
      "type": "string",
      "enum": [
        "cms",
        "frameworks",
        "framework",
        "cdn",
        "analytics",
        "chat",
        "ecommerce",
        "consent",
        "rum",
        "ab_testing",
        "session_recording",
        "marketing_pixels",
        "image_cdn",
        "ad_networks",
        "tag_managers",
        "email_marketing",
        "bot_detection",
        "reviews",
        "performance",
        "video",
        "search",
        "personalization",
        "cdp",
        "push_notifications",
        "forms",
        "maps",
        "font_services",
        "scheduling"
      ],
      "description": "Rank by this dimension: one row per entity (e.g. group_by=cms for CMS standings). Omit for a single aggregate row."
    },
    "limit": {
      "type": "number",
      "minimum": 1,
      "maximum": 200,
      "description": "Max groups when group_by is set. Default 25."
    },
    "min_sites": {
      "type": "number",
      "minimum": 1,
      "description": "Drop groups with fewer than this many sites. Default 50."
    },
    "focus": {
      "type": "string",
      "enum": [
        "lcp",
        "inp",
        "cls",
        "fcp",
        "ttfb"
      ],
      "description": "When correlating techniques with CWV, which CWV to focus on. Default lcp."
    }
  }
}
get_histogramanswerimperative
Distribution shape for one Core Web Vital (or scalar technique path) under optional filter. Returns ~bucket counts with good/improve/poor bands. No group_by — filter to one segment, or use get_metrics for comparisons. Credit corewebvitals.io.
Input schema
{
  "type": "object",
  "additionalProperties": false,
  "required": [
    "metric"
  ],
  "properties": {
    "metric": {
      "type": "string",
      "description": "Primary: lcp | inp | cls | fcp | ttfb. May also be a scalar technique contract path.",
      "enum": [
        "lcp",
        "inp",
        "cls",
        "fcp",
        "ttfb"
      ]
    },
    "filter": {
      "type": "object",
      "description": "Optional AND filters. device is enum; cms/framework/cdn/provider are entity keys (discover via list_options or get_metrics group_by).",
      "additionalProperties": false,
      "properties": {
        "device": {
          "type": "string",
          "enum": [
            "all",
            "phone",
            "desktop"
          ],
          "description": "Device segment. Default when omitted is all."
        },
        "cms": {
          "type": "string",
          "description": "CMS entity key, e.g. wordpress, shopify, wix."
        },
        "framework": {
          "type": "string",
          "description": "JS framework entity key, e.g. react, next, vue."
        },
        "cdn": {
          "type": "string",
          "description": "CDN entity key, e.g. cloudflare, fastly, akamai."
        },
        "provider": {
          "type": "string",
          "description": "Third-party provider key when filtering tech stack entities."
        }
      }
    }
  }
}
list_optionsanswerimperative
Discovery helper: valid filter keys, group_by values, built-in metric names, sample entity keys, and optional contract paths. Call this before get_metrics when unsure of allowed values.
Input schema
{
  "type": "object",
  "additionalProperties": false,
  "properties": {
    "kind": {
      "type": "string",
      "enum": [
        "all",
        "filters",
        "group_by",
        "metrics",
        "entities"
      ],
      "description": "Subset to return. Omit or \"all\" for the full discovery payload."
    },
    "include_paths": {
      "type": "boolean",
      "description": "If true, include technique contract path samples when available."
    }
  }
}
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