PyScrappy: Adaptive Python web scraping toolkit + MCP server for AI agents

by mldsveda · MCP Server · ★ 258

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install PyScrappy

pip install pyscrappy
pip install 'pyscrappy[browser]'

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 73/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

aiai-agentsecommerce-scrapperfood-scrapperhacktoberfesthacktoberfest-acceptedimage-scrappermcpmcp-servernews-scrapper

Quick Facts

Stars258
Forks81
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score73/100
Open Issues5
Last Updated2026-09-25
Created2021-06-21
Platformsbrowser, mcp, python
Est. Tokens~17k

About PyScrappy

PyScrappy: Python web scraping toolkit + MCP server for AI agents PyScrappy is a Python toolkit for web scraping that works out of the box. Point it at any URL and get structured data back — or use built-in scrapers for Wikipedia, IMDB, Yahoo Finance, news feeds, and more.

Compatible Skills

These tools work well together with PyScrappy for enhanced workflows:

  • decodo-openclaw-skill — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (60%)
  • dendrite-python-sdk — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (59%)
  • scrapai-cli — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (58%)
  • llm-reader — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (58%)

PyScrappy alternative? Top 6 similar tools

Looking for a PyScrappy alternative? If you're comparing PyScrappy with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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