Claude + open source research stack is getting stupidly powerful
7 repos can turn one model into a full autonomous research system
01 Firecrawl
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→ turns messy websites into clean data the model can actually use
02 Browser Use
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→ lets the agent click, scroll, search and interact with the web
03 Crawl4AI
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→ crawls entire sites and structures the useful content
04 Qdrant
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→ stores everything the agent finds so it can retrieve it later
05 LangGraph
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→ controls the research loop and decides what happens next
06 Docling
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→ converts PDFs, reports and documents into model-friendly data
07 Langfuse
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→ shows exactly what the agent searched, used and generated
the loop:
→ user asks a question
→ LangGraph builds the research plan
→ Browser Use searches the web
→ Firecrawl + Crawl4AI extract the useful pages
→ Docling handles PDFs and reports
→ Qdrant stores the findings
→ Claude connects the evidence
→ Langfuse records the entire run
→ final research report
It becomes the brain coordinating a stack of tools that handle browsing, crawling, memory and documents.