PyScrappy runs on your own machine — the client starts it, so there is no endpoint to ping. 1 073 installs a week from pypi. Last commit 8 Sep 2026.
Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.
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.
filename = os.path.join(directory, f"image_{i + 1:04d}{ext}")
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 pyscrappy -- uvx pyscrappy
{
"mcpServers": {
"pyscrappy": {
"args": [
"pyscrappy"
],
"command": "uvx"
}
}
}
[mcp_servers.pyscrappy]
command = "uvx"
args = ["pyscrappy"]
{
"mcpServers": {
"pyscrappy": {
"args": [
"pyscrappy"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"pyscrappy": {
"args": [
"pyscrappy"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
OMDB_API_KEY (Optional free OMDb API key, used only by the movie lookup tool (get one at https://www.omdbapi.com/apikey.aspx).).
The author declared them in the registry entry; get the values from the project itself.
Structured web research tool for AI agents: search, fetch and shape web data into the JSON schema…
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 any website, extract structured data, and collect web content at scale with AI agents
Give AI agents clean, LLM-ready web data — scrape any URL to markdown or extract structured JSON.
AEO tools for AI agents: crawler permissions, llms.txt, structured data, AI-readiness audit.
Open-source web scraper for AI agents with scrape, crawl, and map tools
Turn any website into structured JSON data matching your custom schema.
Answers built from our own checks of this server.