llm-reader: Turn Webpage to LLM friendly input text

by m92vyas · Agent Tool · ★ 313

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

How to install llm-reader

pip install git+https://github.com/m92vyas/llm-reader.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 71/100

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.

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.

ai-agent-toolsai-agentsai-web-scraperextract-datafirecrawljinaaillmllm-agentragscraper

Quick Facts

Stars313
Forks24
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score71/100
Open Issues1
Last Updated2026-10-20
Created2024-07-27
Platformsbrowser, python
Est. Tokens~10k

About llm-reader

Webpage to LLM Ready Input Text Pre-processing webpage before giving it as input to the LLM improves extraction/scraping accuracy especially if you want to extract website and image links, tables required for most scraping operations like scraping an e-commerce website. Use this library to turn any webpage/url to LLM friendly text. Fully open source alternative to firecrawl and jina reader api.

Compatible Skills

These tools work well together with llm-reader for enhanced workflows:

  • oxylabs-ai-studio-py — semantic(0.51)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
  • scrapai-cli — semantic(0.31)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)
  • dendrite-python-sdk — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • Scrapling — semantic(0.39)+complementary+rare_topics+same_lang+shared_platform (58%)
  • oxylabs-mcp — semantic(0.22)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)

llm-reader alternative? Top 6 similar tools

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

  • WebReaper by alex-on-ai · ⭐ 152

    AI-native web scraper. Single binary with a bundled Claude Code skill. MIT-licensed alternative to Firecrawl.

  • WebReaper by pavlovtech · ⭐ 135

    AI-native web scraper. Single binary with a bundled Claude Code skill. MIT-licensed alternative to Firecrawl.

  • sre by SmythOS · ⭐ 1.3k

    The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular,

  • cuga-agent by cuga-project · ⭐ 1.1k

    CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web a

  • LLM-Agents-Ecosystem-Handbook by oxbshw · ⭐ 555

    One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosyst

  • agentic-ai-engineering by agenticloops-ai · ⭐ 382

    Hands-on tutorials for building AI agents from scratch. Learn LLM APIs, prompt engineering, tool calling, and

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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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