PyreCrawl runs on your own machine — the client starts it, so there is no endpoint to ping. 125 installs a week from pypi. Last commit 21 Sep 2026.
Web scraping + research toolkit for AI agents: scrape, crawl, monitor URLs with anti-bot bypass.
We read the source, 3 d ago · rules 995398eba69f
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.
rc = subprocess.call([uv, "tool", "upgrade", "pyrecrawl"])
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 PyreCrawl -- uvx pyrecrawl
{
"mcpServers": {
"PyreCrawl": {
"command": "uvx",
"args": [
"pyrecrawl"
]
}
}
}
[mcp_servers.PyreCrawl]
command = "uvx"
args = ["pyrecrawl"]
{
"mcpServers": {
"PyreCrawl": {
"command": "uvx",
"args": [
"pyrecrawl"
]
}
}
}
{
"servers": {
"PyreCrawl": {
"type": "stdio",
"command": "uvx",
"args": [
"pyrecrawl"
]
}
}
}
Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation
Web scraping, search, monitoring, and HTML-to-markdown for AI agents
Research layer for AI agents: stock theses, filing Q&A with page cites, monitoring. Research-only.
AI Agent Utility Layer for agent safety, web monitoring, crypto research and tool discovery.
Search or monitor any Flarum-powered forum for discussions, replies, participants, dates, and…
Depop listings for searches or URLs, with alerts on new listings, price drops and sales.
Process management and monitoring for AI agents with strict security boundaries
Screenshots, PDFs, OG images, monitoring and evidence for AI agents. Glint Render by Moyu.
Answers built from our own checks of this server.