Crawl-MCP
Rank #2,399glama/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.
What you can do with Crawl-MCP
Crawl-MCP is a Model Context Protocol (MCP) server published by walksoda. It ranks #2,399 of 152,347 active servers on MCP Toplist, and its repository has 47 GitHub stars. Crawl-MCP is listed on Glama, with 8 release tags tracked from its GitHub repository. It was first listed on Jan 11, 2026 and most recently updated on Oct 10, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Crawl-MCP can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Crawl-MCP
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 26, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Crawl-MCP and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Jan 11, 2026
- Latest release tag
- Oct 10, 2026
- Version history
- 8 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 26, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 26, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
Do you maintain Crawl-MCP? to correct or enrich this profile.
GitHub releases (8)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.4.0 | Oct 10, 2026 |
| v0.3.4 | Oct 4, 2026 |
| 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 |
Ranks ahead of 149,948 of 152,347 servers on MCP Toplist.
Show your rank
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 152,347" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Crawl-MCP?
- Crawl-MCP is maintained by walksoda, which publishes 1 MCP server (8 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 8 release tags from its GitHub repository, most recently published on Oct 10, 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.
Do you run this server?
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