LLM-Ready Web Content Extractor
Pricing
from $3.00 / 1,000 page extracteds
LLM-Ready Web Content Extractor
Turn any public web page or shallow site crawl into clean, LLM-ready Markdown + metadata + optional RAG chunks. Boilerplate/nav/ads removed. Honors robots.txt.
Pricing
from $3.00 / 1,000 page extracteds
Rating
0.0
(0)
Developer
Leopold Ai
Maintained by CommunityActor stats
0
Bookmarked
2
Total users
1
Monthly active users
a day ago
Last modified
Categories
Share
Give it a URL. Get back clean, LLM-ready Markdown — main content only, navigation/ads/boilerplate stripped, with page metadata and optional RAG-ready chunks. Built for the one thing agents and RAG pipelines actually need: clean web text, not raw HTML.
Why this Actor
Raw HTML is noisy — nav bars, cookie banners, ads, footers. This Actor pulls out just the main content, converts it to clean Markdown, and hands you structured, ready-to-use output. No parsing, no cleanup, no LLM tokens wasted on junk.
What you get (per page)
| Field | Description |
|---|---|
markdown | Clean main content as Markdown (links & tables preserved) |
text | Plain-text version |
title, description, author, date, siteName | Page metadata |
wordCount, tokenEstimate | Size at a glance |
chunks | Optional overlapping chunks, ready for a vector DB |
Example
Input
{"startUrls": [{ "url": "https://en.wikipedia.org/wiki/Vector_database" }],"maxPages": 1,"ragChunking": true,"chunkWords": 200}
Output (excerpt)
{"url": "https://en.wikipedia.org/wiki/Vector_database","title": "Vector database - Wikipedia","wordCount": 1528,"tokenEstimate": 3121,"markdown": "| Part of a series on | Machine learning and data mining | ...","chunks": ["Vector database — a database that stores ...", "..."]}
Use cases
- RAG ingestion — clean text + chunks straight into your vector DB
- Agent tools — give an agent a URL, get usable content back
- Content pipelines — docs, blogs, news, wikis → structured Markdown
- Research & analysis — summarize or analyze clean page content
Inputs
startUrls— pages to extract (seeds when crawling)maxPages,maxCrawlDepth,sameDomainOnly— control scope & costrenderJs— render JavaScript with a headless browser (for client-rendered SPAs)ragChunking,chunkWords,chunkOverlapWords— RAG outputrespectRobots(default on),includeHtml,contactEmail
Two modes
- HTTP (default) — fast & cheap; great for server-rendered pages (blogs, news, docs, wikis — most content sites).
renderJs— headless Chromium renders the page first, so JavaScript-heavy SPAs (client-rendered apps, some docs) work too. Slower; turn on only when needed.
Responsible by design
Fetches only public pages, honors robots.txt, identifies itself in the
User-Agent, and never touches login/paywalled content or personal data. Use it on
content you're permitted to process.
Pricing
Pay per page extracted — you're charged only for pages that succeed. Skipped, blocked, or failed pages are free.