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AI Agent, MCP & RAG Website-to-Markdown Semantic Chunker

Try for free

Converts any webpage or documentation page into clean GitHub-Flavored Markdown (preserving tables, code blocks, and heading hierarchy) + token-counted RAG semantic chunks with configurable overlap for LLMs, LangChain, LlamaIndex, and MCP servers.

Pricing

from $2.00 / 1,000 results

Rating

0.0

(0)

Developer

Huy Nguyen

Actor stats

Bookmarked

Total users

Monthly active users

19 hours ago

Last modified

Why Use AI Agent, MCP & RAG Website-to-Markdown Semantic Chunker?

Production-Grade & Zero Maintenance: Built specifically for automated workflows in n8n, Make.com, Zapier, Clay, LangChain, and MCP servers.
Pay-Per-Event (PPE) Transparent Pricing: Only $0.002 per enriched result ($2.00 per 1,000 results) with structured JSON, CSV, and Excel export.
Fast & Lightweight: Uses high-concurrency HTTP parsing and structured JSON-LD / API discovery without expensive headless browser overhead.

Key Features

Deep Structured Extraction: Automatically normalizes every output record against a strict dataset schema.
Plug-and-Play API & Webhook Integration: Call directly via POST https://api.apify.com/v2/acts/huynguyen-data-cloud~mcp-universal-web-reader/run-sync-get-dataset-items.
Built-in Data Hygiene: Deduplicates records, filters false positives, and computes actionable scoring metrics.

Quick Start (cURL / API)

curl -X POST "https://api.apify.com/v2/acts/huynguyen-data-cloud~mcp-universal-web-reader/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"startUrls": [{"url": "https://apify.com"}], "chunkSizeTokens": 500, "chunkOverlapTokens": 60}'

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