Crawl-MCP
Rank #4,171glama/walksoda/crawl-mcp
Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of content from web pages, PDFs, Office documents, YouTube videos, and more, with AI-powered summarization and Google search integration to reduce token usage while preserving key information.
Crawl-MCP is a Model Context Protocol (MCP) server published by walksoda. It ranks #4,171 of 115,591 servers tracked on MCP Toplist, and its repository has 48 GitHub stars. Crawl-MCP is listed on Glama, with 6 release tags tracked from its GitHub repository. It was first listed on Jan 11, 2026 and most recently updated on Jun 6, 2026.
Ranks ahead of 111,420 of 115,591 servers on MCP Toplist.
Use Crawl-MCP
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fwalksoda%2Fcrawl-mcp)<a href="https://mcptoplist.com/server/glama%2Fwalksoda%2Fcrawl-mcp"><img src="https://mcptoplist.com/badge/glama%2Fwalksoda%2Fcrawl-mcp.svg" alt="MCP Toplist: Top 5% of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
walksoda
GitHub releases (6)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.3.3 | Jun 6, 2026 |
| v0.3.2 | May 17, 2026 |
| v0.3.1 | Apr 29, 2026 |
| v0.3.0 | Apr 12, 2026 |
| v0.2.0 | Mar 1, 2026 |
| v0.1.7 | Jan 12, 2026 |
Frequently asked questions
- Who maintains Crawl-MCP?
- Crawl-MCP is maintained by walksoda, which publishes 1 MCP server (6 total versions) tracked on MCP Toplist.
- Is Crawl-MCP listed on the Official MCP Registry?
- Crawl-MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Crawl-MCP have?
- No registry surfaces explicit version metadata for Crawl-MCP; MCP Toplist tracks 6 release tags from its GitHub repository, most recently published on Jun 6, 2026.
- Where can I find the source code for Crawl-MCP?
- The source code for Crawl-MCP is hosted at github.com/walksoda/crawl-mcp.