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PROFESSIONAL DOMAIN REPORT

Research AI Agents

Agents for deep research, retrieval, knowledge work and scientific workflows. Every project is open source and ranked from public GitHub adoption, maintenance, quality, relevance and demand evidence.

CURRENT COVERAGE

6 curated projects

Coverage changes as the GitHub scanner discovers and re-evaluates projects. Rankings are discovery signals, not paid placement or hands-on product reviews.

LIVE GITHUB DEMAND · MULTI-PROJECT EVIDENCE

7 qualified signals · 5 specific problems

Evidence currently comes from 3 independent projects. Independent sources reduce the risk of mistaking one project backlog for a broader need.

Browse all Research evidence
#1
HIGH CONFIDENCE

unclecode/crawl4ai

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8mtf

Radar 98★ 85,9963 demand signalsApache-2.0
#3
HIGH CONFIDENCE

thedotmack/claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

Radar 90★ 102,1670 demand signalsApache-2.0
#4
HIGH CONFIDENCE

VoltAgent/voltagent

AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework

Radar 90★ 10,8541 demand signalsMIT
#5
HIGH CONFIDENCE

infiniflow/ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Radar 89★ 92,6190 demand signalsApache-2.0
#6
HIGH CONFIDENCE

bytedance/deer-flow

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Radar 88★ 84,2580 demand signalsMIT
PUBLIC RESEARCH PATH

Validate a Research problem

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