
Crawlgraph MCP server
online · 100% uptimeCrawlGraph MCP — backlink intelligence on the public Common Crawl webgraph (4.4B edges, 120M…
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If you have run it, two minutes of your experience saves the next person an afternoon.
Crawlgraph tools
Tool list not cached yet. `describe` through the gateway fetches it live.
How Crawlgraph compares
Against every graded SEO MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 73/100
- higher than 38% of 769 SEO servers
- Uptime
- 100%
- of our recent checks; the typical remote SEO server answers 100%
- Response time
- 155 ms
- faster than 76% of 536 SEO servers
Release history: 4 versions in the registry since 2026-09-14, latest 2026-10-31, typically one every 10 days.
Install Crawlgraph in Claude Code, Cursor or VS Code
claude mcp add --transport http crawlgraph https://gateway.pipeworx.io/crawlgraph/mcp
What the publisher says
From the Crawlgraph repository's README, as published. We do not edit it. Read it on GitHub
mcp-crawlgraph
CrawlGraph MCP — backlink intelligence on the public Common Crawl webgraph
Part of Pipeworx — an MCP gateway connecting AI agents to 1576+ live data sources.
Tools
Quick Start
Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": {
"crawlgraph": {
"url": "https://gateway.pipeworx.io/crawlgraph/mcp"
}
}
}What this endpoint actually serves
tools/list at https://gateway.pipeworx.io/crawlgraph/mcp returns the tools in the table above plus the shared Pipeworx meta-tools — askpipeworx, discovertools, search_within, remember/recall and the rest of the gateway-wide set. So the tool count you see is larger than this table: a single-pack endpoint currently lists roughly 30 shared tools alongside the pack's own. The connection's initialize response states its exact scope, and is the authoritative answer for a given day.
This is deliberate, not multiplexing by accident. The meta-tools are what let a scoped connection answer a question this pack does not cover — via ask_pipeworx, which routes across the whole catalog — without you adding a second MCP server. There is currently no way to mount a pack endpoint without them; if the extra schemas cost you more context than the routing is worth, connect to the full gateway once rather than to several pack endpoints.
Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:
{
"mcpServers": {
"pipeworx": {
"url": "https://gateway.pipeworx.io/mcp"
}
}
}Both URLs reach the same gateway and the same 1576+ data sources. The only difference is which pack's tools are listed directly; ask_pipeworx reaches all of them from either one.
No MCP client? Call it over HTTP
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Grade history
- 2026-10-03downgradeA → Bscore 73
- 2026-09-19restoreB → Ascore 87
Crawlgraph: common questions
- Is Crawlgraph MCP server safe?
- Mostly: it is graded B (73/100). Read the Crawlgraph safety report
- How do I install Crawlgraph?
- It runs remotely at gateway.pipeworx.io. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Crawlgraph need an API key?
- Yes. The registry entry asks for
PIPEWORX_API_KEY. - Is Crawlgraph maintained?
- The last commit was 40 days ago (2026-09-24). The latest release is v0.2.1.
- Is Crawlgraph up?
- 100% of our last 28 checks got an answer. We check remote servers about four times a day.
- What can I use instead of Crawlgraph?
- Servers from other publishers that do the same job: FastestRank SEO Intelligence MCP server, Search Console MCP server and SEO Audit Console MCP server.
- How does Crawlgraph compare with other SEO MCP servers?
- safety score 73/100 (higher than 38% of 769 SEO servers); uptime 100% (of our recent checks; the typical remote SEO server answers 100%); response time 155 ms (faster than 76% of 536 SEO servers). Full comparison.
Alternatives to Crawlgraph
Same job from other publishers: the closest match first, then the best rated.
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