CrawlGraph

{
  "id": "aix_4962bd6553",
  "name": "CrawlGraph",
  "operator": "(unclaimed - source: pulsemcp · publisher: github.com)",
  "description": "Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-29",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "data-enrichment"
  ],
  "protocols": {
    "mcp": "https://crawlgraph.com/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 2963,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-29T15:00:59.502Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://www.pulsemcp.com/servers/crawlgraph"
    },
    {
      "label": "repository",
      "url": "https://github.com/pucilpet/crawlgraph-mcp"
    },
    {
      "label": "listing",
      "url": "https://crawlgraph.com/"
    }
  ],
  "avatar": "https://github.com/pucilpet.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/pucilpet"
    }
  ],
  "public_stats": {
    "gh_stars": 2,
    "npm_downloads": 99
  },
  "unreachable": false,
  "profile": {
    "mcp_server": "crawlgraph",
    "mcp_version": "0.3.0",
    "tool_count": 5,
    "tools": [
      {
        "name": "backlinks",
        "description": "Look up referring domains (backlinks) for a single target domain from the Common Crawl webgraph. Returns each linking domain with host count and CrawlGraph authority score, plus the target's own authority/rank. Costs one backlinks call against the monthly quota (1,000/mo on lifetime)."
      },
      {
        "name": "backlink_changes",
        "description": "Compare referring-domain observations between two Common Crawl releases. When from_release and to_release are omitted, the API chooses the newest queryable release pair. Costs one backlinks call against the monthly quota. A removed domain means it was not observed in the newer Common Crawl snapshot, not that deletion from the live web has been proven. comparison_available: false is a valid successful response when two queryable snapshots do not exist."
      },
      {
        "name": "gap_analysis",
        "description": "Run a competitor backlink gap analysis: find domains that link to one or more of your competitors but NOT to you. Submits an async job and polls until done (usually 5-30s). Returns every gap with `found_on` listing which competitors each domain links to. Costs one gap job against the monthly quota (50/mo on lifetime)."
      },
      {
        "name": "gap_outreach_targets",
        "description": "The warm-outreach play. Runs a gap analysis, then ranks results: PRIORITY = domains linking to ALL your competitors but not you (publishers who cover your whole space and have never heard of you), SECONDARY = domains linking to 2+ competitors. Platform/CDN noise is filtered, top N priority targets are scored by authority. Use 2-3 competitors. Costs one gap job + one backlinks call per enriched target."
      },
      {
        "name": "releases",
        "description": "List the Common Crawl releases the API can query. Does not count against any quota. Use a release `id` with the backlinks tool to query a specific snapshot."
      }
    ],
    "profiled_at": "2026-09-29T15:00:59.502Z"
  }
}