AgentConn

Open Deep Research

Framework Agnostic Intermediate Research Open Source

Open Deep Research is an open-source deep research agent that leverages Firecrawl for web data extraction. It conducts iterative research cycles — searching, reading, analyzing, and refining — to produce comprehensive reports with citations and evidence synthesis.

Input / Output

Accepts

research-question

Produces

research-report citations evidence

Overview

Open Deep Research takes research beyond simple search-and-summarize. It conducts iterative research cycles using Firecrawl for reliable web data extraction — each cycle refining and deepening the analysis until a comprehensive report emerges.

How It Works

  1. Define question — Input a research topic
  2. Plan research — Decomposes into sub-questions
  3. Crawl sources — Uses Firecrawl for reliable extraction
  4. Iterate — Multiple rounds of search and analysis
  5. Synthesize — Produces cited report

Use Cases

  • Market analysis — Deep competitive research
  • Technical evaluation — Technology comparisons
  • Policy research — Multi-source evidence synthesis
  • Academic — Literature review support

Getting Started

git clone https://github.com/nickscamara/open-deep-research
cd open-deep-research
npm install && npm run dev

Example

Question: "Impact of AI on software development productivity"
Output: Multi-section report with 30+ cited sources,
data analysis, and trend projections.

Alternatives

  • GPT Researcher — Autonomous research agent
  • Deer Flow — ByteDance’s research superagent
  • Perplexity — AI search engine

Tags

#research #firecrawl #deep-research #citations #reports

Compatible Agents

AI agents that work well with Open Deep Research.

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