Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).
Crawlgraph-mcp is an MCP integration. Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).
The published mcpb package is https://github.com/pucilpet/crawlgraph-mcp/releases/download/v0.2.2/crawlgraph-mcp.mcpb. Its declared MCP transport is stdio.
The package declares CRAWLGRAPH_API_KEY (required): CrawlGraph API key (cg_live_...) from https://crawlgraph.com/account.
Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.
View the publisher’s registry entry · Project repository · Project website. This profile uses version 0.2.2 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.
Browse related developer tools MCP servers for tools that cover the same kind of work.
| Variable | Description | Required |
|---|---|---|
| CRAWLGRAPH_API_KEY | CrawlGraph API key (cg_live_...) from https://crawlgraph.com/account | Yes |
Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.
Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.
This repo uses CAMEL AI to create mcp servers for various use cases
🦜🔗 LangChain Model Context Protocol (MCP) Client
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