AITeamGuide Hub · Research · 21 listings
Open-source AI for research
Agents, skills, MCP servers and playbooks that fit research work. Want a ready-made product instead? See our commercial guide.
Research listings
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Playbook
Awesome LLM Apps
A large collection of runnable agent and RAG app examples across many jobs, from sales to travel planning.
Software development · Research★ 143k
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Agent
Browser Use
A Python library that lets an AI model drive a real browser: click, type, fill forms and read pages.
Ops & IT · Research★ 119k
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Agent
TradingAgents
A research framework where analyst, researcher and trader agents debate a stock before a simulated decision.
Finance & accounting · Research★ 112k
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Agent
Crawl4AI
An open-source crawler that turns websites into clean Markdown for AI agents and RAG, with a self-hosted server and a hosted option.
Research · Software development★ 86k
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Agent
AI Hedge Fund
An educational project where agents modelled on investor styles analyse stocks and propose simulated trades.
Finance & accounting · Research★ 64k
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Agent
CrewAI
A Python framework for running a small "crew" of role-based agents (researcher, writer, reviewer) on one task.
Ops & IT · Marketing★ 60k
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Skill
Scientific Agent Skills
A large library of science skills and database connectors for biology, chemistry, medicine and drug discovery work.
Research · Healthcare admin★ 54k
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Agent
Khoj
A self-hostable personal AI that answers from your documents and the web, runs scheduled automations and does research.
Personal productivity · Research★ 38k
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Agent
GPT Researcher
An agent that searches the web or your documents and writes a cited research report.
Research · Marketing★ 30k
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Agent
smolagents
Hugging Face's minimal agent library where the agent writes and runs small Python snippets to use tools.
Software development · Research★ 30k
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Agent
FinGPT
Open-source financial language models and pipelines for tasks like sentiment analysis on financial news and forecasting.
Finance & accounting · Research★ 21k
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MCP server
Apify MCP server
Lets an assistant run Apify's ready-made scrapers to pull data from social media, search engines, maps and online stores.
Marketing · Research★ 12k
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Agent
FinRobot
An open-source agent platform for financial analysis, such as equity research reports built from filings and market data.
Finance & accounting · Research★ 8.3k
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MCP server
Firecrawl MCP
Firecrawl's official MCP server for searching, scraping and crawling websites into clean text for an agent.
Research · Marketing★ 7.7k
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MCP server
Exa MCP
Exa's official MCP server for AI web search and page crawling.
Research · Sales★ 5.2k
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Skill
Medical research skills
A library of 550+ agent skills for medical research: evidence review, protocol design, data analysis and academic writing.
Healthcare admin · Research★ 2k
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Agent
OpenContracts
A self-hosted document platform for contracts and other legal documents: upload, annotate, search and run AI agents over a document collection.
Legal · Research★ 1.5k
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MCP server
Korean real-estate MCP
An MCP server that answers questions about Korean apartment sale and rent prices using the Ministry of Land's open data API.
Real estate · Research★ 380
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MCP server
SEC EDGAR MCP
An MCP server for SEC EDGAR: company filings, financial statements and insider trades for research.
Finance & accounting · Research★ 374
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Playbook
Awesome Legaltech
A curated list of legal-tech resources: open-source platforms, legal AI models, MCP servers, datasets and legal-data APIs.
Legal · Research★ 250
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PlaybookBy AITeamGuide
Weekly competitor and market brief
Every Monday, gather what competitors shipped and said, then write a cited one-page brief and two content ideas.
Research · Marketing4 steps
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