PyScrappy MCP Server

Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.

Local serverstdioPython

What is the PyScrappy MCP Server?

Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.

What you get

PyScrappy is an AI-native web scraping toolkit that turns websites into structured, LLM-ready data. Use it as a Python library or expose it as an MCP server for AI agents.

  • Generic scraper — — give it any URL, get back structured text, links, images, tables, and metadata
  • LLM-ready output — — .to_markdown() turns any result into clean Markdown; also .to_json() and .to_dataframe()
  • MCP server — — expose the scrapers as tools for AI agents (Claude, Cursor, local LLMs, …)
  • JS rendering — — optional Playwright backend for JavaScript-heavy sites
  • Custom selectors — — pass CSS selectors to extract exactly what you need
  • Concurrent scraping — — scrape_many / scrape_all run scrapes in parallel

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
scrape_urlScrape any URL — text, links, images, tables, metadata
scrape_wikipediaFetch a Wikipedia article (full / paragraphs / headers)
scrape_stockYahoo Finance quotes, history, and profiles
scrape_newsRSS/Atom feeds, auto-discovered site feeds, or a single article
search_imagesImage search (returns URLs + metadata)
search_youtubeYouTube video search
search_linkedin_jobsPublic LinkedIn job listings
search_githubGitHub repository search (stars, language, …)
search_hackernewsHacker News story search (points, comments)
search_booksBook search via Open Library (title, author, year)
get_weatherCurrent weather for a place (no key)
get_cryptoCryptocurrency prices and market data (CoinGecko)
convert_currencyExchange rates and currency conversion
define_wordWord definitions and examples

How to install the PyScrappy MCP Server

{
  "mcpServers": {
    "pyscrappy": {
      "command": "pyscrappy-mcp",
      "env": { "OMDB_API_KEY": "your-key" }
    }
  }
}

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

Configuration

VariableDescriptionRequired
OMDB_API_KEYCredential the server authenticates with.Yes

Example prompts to try

  • “Use PyScrappy to scrape url.”
  • “Use PyScrappy to scrape wikipedia.”
  • “Use PyScrappy to scrape stock.”

Frequently asked questions

Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.