scrapewright runs on your own machine — the client starts it, so there is no endpoint to ping. 2 725 installs a week from pypi. Last commit 16 Sep 2026.
Give it a store URL, get structured rows. A model writes the parser once; replays are free.
We read the source, 18 h ago · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
banner.innerHTML = paid === '1'
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
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 scrapewright -- uvx scrapewright
{
"mcpServers": {
"scrapewright": {
"args": [
"scrapewright"
],
"command": "uvx"
}
}
}
[mcp_servers.scrapewright]
command = "uvx"
args = ["scrapewright"]
{
"mcpServers": {
"scrapewright": {
"args": [
"scrapewright"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"scrapewright": {
"args": [
"scrapewright"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
ANTHROPIC_API_KEY (Only needed for sites on no known platform, where a recipe has to be written once. Shopify and WooCommerce stores work without it.), SCRAPEWRIGHT_CACHE (Where compiled recipes are kept. Point it at durable storage, or every restart pays to work the same sites out again. Defaults to ~/.scrapewright/recipes.json), SCRAPEWRIGHT_OBEY_ROBOTS (Set to 0 to ignore robots.txt. Only reasonable on sites you own or have written permission for; the default is to obey.).
The author declared them in the registry entry; get the values from the project itself.
Give AI agents clean, LLM-ready web data — scrape any URL to markdown or extract structured JSON.
Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Firecrawl, 84.7% accuracy
Scrape, crawl, and extract structured data from websites at scale
Telegram/VK audience scraping, marketplaces, Russian government registers. Free open dataset.
SERP data scraper: Scrape Search Results and get all the data you need. On the JoJ API marketplace.
Structured web research tool for AI agents: search, fetch and shape web data into the JSON schema…
Robots-aware website audits, pre-crawl quotes, and structured evidence for people and agents.
Turn any website or API into structured JSON with LLM-authored declarative scraping configs.
Answers built from our own checks of this server.