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PDF Extractor: PDF → Clean Markdown + JSON for LLM/RAG

Turn any PDF URL into clean, LLM-ready Markdown + structured JSON (title, metadata, per-page text, page count, word count, token count). Perfect for RAG pipelines, AI agents, and LLM document ingestion.

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from $3.00 / 1,000 results

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Marvin Eguilos

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Configure MCP server with PDF Extractor – PDF to Markdown & JSON for LLM/RAG

Get a ready-to-use configuration for your MCP client with the PDF Extractor – PDF to Markdown & JSON for LLM/RAG Actor preconfigured at mcp.apify.com?tools=boxbox10/pdf-extractor .

You can connect to the Apify MCP Server using clients like Tester MCP Client, or any other MCP client of your choice.

If you want to learn more about our Apify MCP implementation, check out our MCP documentation. To learn more about the Model Context Protocol in general, refer to the official MCP documentation or read our blog post.

PDF to Markdown & JSON (RAG-Ready)

basisweb/pdf-to-markdown-rag

Convert PDFs to clean Markdown and structured JSON (text + tables) for RAG, LLMs, and vector DBs. Batch URLs, pay per page.

BasisWeb

PDF & DOCX to Markdown — Document Extractor for LLM/RAG

runlayer/document-to-markdown

Convert PDF and Word (DOCX) documents into clean Markdown, text, or JSON. Smart PDF paragraph reflow, page markers for RAG citations, full DOCX structure (headings, lists, tables), custom auth headers. No browser — parses in seconds. Charged per page processed — no startup fee.

Runlayer

PDF to Markdown & JSON Extractor — LLM-Ready

f0rty7even/pdf-extractor

Turn any PDF URL into clean, LLM-ready Markdown and structured JSON. Extracts text + tables + document metadata for RAG, agents, and fine-tuning. No AGPL components.

F0rty7even

PDF URL to Markdown, Tables & RAG Extractor

thescrapelab/Apify-PDF-url-scraper

Extract clean Markdown, page text, tables, metadata, summaries, and AI-ready RAG chunks from PDF URLs.

Inus Grobler

PDF to Markdown for RAG & LLMs (tables, no API key needed)

vivid_astronaut/pdf-to-markdown-for-rag

Convert PDFs to clean structured Markdown for RAG and LLM ingestion. Preserves tables. Flat $0.004/page, no API key required.

Fabio Suizu

Website to Text & Markdown — AI / RAG Content Crawler

inexhaustible_glass/rag-website-crawler

Scrape any website into clean text & Markdown with RAG-ready chunks and token counts for LLMs, vector databases (Pinecone, Qdrant) and AI chatbots. Also extracts linked PDF/Word/Excel. Anti-block, robots.txt-aware. Website-to-text for beginners, full RAG pipeline for pros. CPU only, no API key.

Hitman studio

PDF to Text Extractor — Native Text & Metadata

junipr/pdf-to-text-extractor

Extract text, page metadata, outlines, links, and document info from PDFs with page-level output and automation-friendly exports.

junipr

OCR & Document Extractor – PDF & Image to Text, JSON, Word

lofomachines/ocr-document-extractor

Convert scanned PDFs and images into clean, structured text in bulk. Export to JSON, Markdown, DOCX, TXT or HTML with tables and layout preserved.

Lofomachines

PDF to Markdown RAG-Ready

hedelka/pdf-to-markdown-rag

Premium PDF scraper that preserves tables and structure. Optimized for RAG.

Dmitry Goncharov

PDF to Markdown Converter - Extract & Format Text

ntriqpro/pdf-to-markdown

Convert PDF documents to clean, readable markdown format. Perfect for documentation and knowledge bases.

daehwan kim

Website to Markdown for LLMs & RAG — Content Extractor

runlayer/website-to-markdown

Turn any URL or whole site into clean, LLM-ready Markdown, text, or JSON. Strips nav/ads/boilerplate; keeps headings, links, tables, code. Sitemap-aware concurrent crawl, URL filters, robots.txt respected, rich metadata. Charged only per page extracted — no startup fee.

Runlayer