Webclaw MCP Server

<strong>Turn websites into clean markdown, JSON, and LLM-ready context.</strong>

Remote serverstreamable-httpPython

What is the Webclaw MCP Server?

Turn websites into clean markdown, JSON, and LLM-ready context.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
scrapeExtract one URL as markdown, text, JSON, LLM format, or HTML
crawlFollow same-origin links and extract discovered pages
mapDiscover URLs without extracting every page
batchScrape multiple URLs in parallel
extractConvert page content into structured data
summarizeSummarize a page
diffCompare page content snapshots
brandExtract colors, fonts, logos, and metadata
searchSearch the web and scrape results
researchMulti-source research workflow

How to install the Webclaw MCP Server

{
  "mcpServers": {
    "webclaw": {
      "command": "npx",
      "args": ["-y", "@webclaw/mcp"]
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Configuration

VariableDescriptionRequired
WEBCLAW_API_KEYCredential the server authenticates with.Yes
OLLAMA_HOSTEndpoint or connection string the server talks to.Optional
OPENAI_API_KEYCredential the server authenticates with.Yes
OPENAI_BASE_URLEndpoint or connection string the server talks to.Yes
ANTHROPIC_API_KEYCredential the server authenticates with.Yes
ANTHROPIC_BASE_URLEndpoint or connection string the server talks to.Yes

Example prompts to try

  • “Use Webclaw to scrape.”
  • “Use Webclaw to crawl.”
  • “Use Webclaw to map.”

Frequently asked questions

<strong>Turn websites into clean markdown, JSON, and LLM-ready context.</strong> Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.