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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.

#Web scraping
Visit GitHub
Python
262
91
14 contributors
MIT License
website
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Momentum

How fast mldsveda/PyScrappy is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 23 – Oct 19, 2026

Stars +79 in 58 days

0102030
22

Forks +17 in 58 days

024
4

Merged PRs 16 in 58 days

0510
10

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 23Aug 31Sep 8Sep 16Sep 24Oct 2Oct 10Oct 18
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Sun, Aug 23, 2026+0+11
Mon, Aug 24, 2026+5+01
Tue, Aug 25, 2026+3+00
Wed, Aug 26, 2026+0+00
Thu, Aug 27, 2026+0+410
Fri, Aug 28, 2026+0+00
Sat, Aug 29, 2026+0+00
Sun, Aug 30, 2026+0+00
Mon, Aug 31, 2026+0+00
Tue, Sep 1, 2026+0+00
Wed, Sep 2, 2026+0+01
Thu, Sep 3, 2026+2+00
Fri, Sep 4, 2026+0+00
Sat, Sep 5, 2026+1+00
Sun, Sep 6, 2026+0+00
Mon, Sep 7, 2026+1+00
Tue, Sep 8, 2026+1+01
Wed, Sep 9, 2026+0+00
Thu, Sep 10, 2026+1+00
Fri, Sep 11, 2026+4+10
Sat, Sep 12, 2026+21+10
Sun, Sep 13, 2026+22+20
Mon, Sep 14, 2026+9+00
Tue, Sep 15, 2026+1+00
Wed, Sep 16, 2026+0+10
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+0+20
Sun, Sep 20, 2026+0+00
Mon, Sep 21, 2026+0+01
Tue, Sep 22, 2026+1+10
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+1+00
Fri, Sep 25, 2026+3+01
Sat, Sep 26, 2026+0+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+0+10
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+0+00
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+0+00
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+1+00
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+1+00
Thu, Oct 8, 2026+0+00
Fri, Oct 9, 2026+0+00
Sat, Oct 10, 2026+0+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+0+00
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+0+10
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+0+10
Sat, Oct 17, 2026+1+00
Sun, Oct 18, 2026+0+10
Mon, Oct 19, 2026+0+00
Total+79+1716
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Sep 111 post

    • Scraping data for an AI agent shouldn’t start with a pile of glue code. PyScrappy is a Python web-scraping toolkit and optional MCP server for builders who need web data in agent workflows. It helps…

      Read full on X, posted by @DanKornas

      @DanKornas · x.com

  2. 26 days earlier
  3. Aug 161 post

    • Show HN: PyScrappy, self-healing web scraping selectors plus an MCP server

      Read full on Hacker News

      Hacker News

  4. Aug 101 post

    • [Python] PyScrappy — a web scraping toolkit whose selectors heal themselves when a site changes its HTML (+ MCP server for AI agents)

      Read full on Reddit

      r/coolgithubprojects

  5. 7 days earlier
  6. Aug 32 posts

    • this open-source MCP server might be the next big thing for AI agents that need real web data — found and fixed a pagination bug in it today

      Read full on Reddit

      r/mcp

    • This scraping lib doubles as an MCP server so your AI agent can browse the web properly

      Read full on Reddit

      r/mcp

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