io.github.pucilpet/crawlgraph-mcpweb-automation

crawlgraph-mcp

Verified · 18 days ago

Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).

Our take

Offers backlink lookup and competitor gap analysis against Common Crawl's large public web graph. It is aimed at SEO, market research, or web-intelligence workflows that want broad link data without relying on a proprietary index. The use case is credible and differentiated, but it appears early and likely depends heavily on data freshness and query quality, so output should be checked against expectations.

reviewed by hand · 2026-07-09

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Verification record

last verified
18 days ago
github stars
5
last commit
23 days ago
archived
no
license
MIT
in registry since
2026-07-03

github.com/pucilpet/crawlgraph-mcp

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