# crawlgraph-mcp

> Use this tool when you need to analyze backlinks and competitor gaps for informed decision-making. The crawlgraph-mcp server provides backlink lookups and competitor analysis through its API, utilizing the massive Common Crawl webgraph with 4.4B edges and 120M domains. It integrates with various MCP clients, such as Claude Desktop and Zed, to deliver actionable insights for SEO and digital marketing strategies.

Canonical page: https://skillsregistry.net/skills/pucilpet-crawlgraph-mcp  
JSON: https://api.skillsregistry.net/v1/skills/pucilpet-crawlgraph-mcp

## Description

MCP server for the CrawlGraph backlink-intelligence API. Gives any MCP client - Claude Desktop, Claude Code, Cursor, Cline, Zed, Windsurf - backlink lookups and competitor gap analysis built on the public Common Crawl webgraph (4.4B edges, 120M domains).

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/q0ojhgheds)
- **Repository:** <https://github.com/pucilpet/crawlgraph-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "pucilpet-crawlgraph-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/pucilpet-crawlgraph-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/pucilpet-crawlgraph-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt