Scrapegraph MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 160 installs a week from pypi. Last commit 17 Jul 2026.
AI-powered web scraping and data extraction capabilities through ScrapeGraph API
Today is the operative word: we check Scrapegraph MCP every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add scrapegraph-mcp -- uvx scrapegraph-mcp
{
"mcpServers": {
"scrapegraph-mcp": {
"args": [
"scrapegraph-mcp"
],
"command": "uvx"
}
}
}
[mcp_servers.scrapegraph-mcp]
command = "uvx"
args = ["scrapegraph-mcp"]
{
"mcpServers": {
"scrapegraph-mcp": {
"args": [
"scrapegraph-mcp"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"scrapegraph-mcp": {
"args": [
"scrapegraph-mcp"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
SGAI_API_KEY (Your ScapeGraph API key (optional - can also be set via MCP config)).
The author declared them in the registry entry; get the values from the project itself.
Fetch any public web page through managed proxies, with optional JS rendering and extraction rules.
AI-powered web scraping MCP. Distill pages to Markdown or extract structured data via JSON Schema.
AI-powered web scraping MCP. Distill pages to Markdown or extract structured data via JSON Schema.
Scrape webpages, handle JavaScript and CAPTCHA, extract structured data
Scrape, crawl, and extract structured data from websites at scale
Scrape any website, extract structured data, and collect web content at scale with AI agents
MCP server for web scraping: URLs, links, metadata, CSS extraction.
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
Answers built from our own checks of this server.