mldsveda / PyScrappy
Adaptive Python web scraping toolkit + MCP server for AI agents. Self-healing selectors that survive site changes, TLS-fingerprint stealth to bypass anti-bot filters, CSS/XPath parsing, and 24 built-in scrapers, clean, structured, LLM-ready data from any URL.
Why this job: says: mcp server; topics: mcp-server, mcp
What it does
- 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
Get started
pip install pyscrappy- Maintenance
- Active
- Last commit 18 days ago
- Stars
- 265
- On GitHub
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v1.6.4
- Released 45 days ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 12
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 116 merged
- 0 waiting
- Releases
- 58
- 30+ in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
More: languages, topics and project record
Languages
- Python 100%
- Dockerfile <1%
Topics
- python
- pyscrappy
- web-scrapping
- ecommerce-scrapper
- food-scrapper
- image-scrapper
- news-scrapper
- social-media-scrapper
- song-scrapper
- stock-scrapper
- wikipedia-scrapper
- ai
Project record
- JobMCP servers
- StatusListed
- Commits351
- Forks82
- Watching9
- Stars in 28 days+4
- CreatedJun 21, 2021
- First seen by usNov 7, 2026
- CheckedNov 9, 2026