Give AI systems useful, current web context.
Bring webpage content and structured records into AI agents, research workflows and retrieval systems without maintaining every fetcher yourself.
Built for: LLM builders, AI product teams and data engineers.
Trusted by teams at
The problem
AI applications need fresh, relevant source material with traceable origins.
Solution modules
- Web-to-Markdown ingestion
- Schema-based JSON extraction
- Agent tool integrations
- Research data collection
Useful outputs
Markdown
JSON
Source URL
Timestamps and quality checks where implemented
Workflow
- 1 Identify a URL or approved source
- 2 Fetch/clean the content
- 3 Preserve source metadata
- 4 Send into a model or knowledge pipeline
AI and machine learning guides
Articles on AI scraping, LLM extraction and RAG from the MrScraper blog.
Have a high-volume or custom data need?
Speak with our team about a workflow.