Vibe Research — A local AI agent workbench for financial research, automating stock analysis and market intelligence.
Analyzed by Sai Pavan Gopularam · Fintech · AI Agents · View on GitHub
- Stars: 2435
- Forks: 493
- Commits last 30 days: 79
- Health: Active (79 commits this month)
- Language: TypeScript
- License: MIT
What It Is
Vibe Research is like having a personal financial analyst living on your computer. It’s a local workbench that uses AI agents to automate complex financial research across stock markets (A-shares, US, HK), gathering data, performing analysis, and generating structured reports.
This project matters because it tackles the overwhelming task of financial due diligence. Instead of manually sifting through endless reports and data, Vibe Research streamlines the process, providing verifiable evidence and structured insights, saving time and reducing human error for investors and analysts.
License Verdict
MIT License — Build and Sell Freely — Commercial Use Approved • No Copyleft Restrictions
The MIT License allows nearly unrestricted use, modification, and distribution of the software, including for commercial purposes. You can build proprietary products on top of Vibe Research and are not required to open-source your own code, only to include the original license.
How to Use It
To get started, you'll clone the repository, navigate into the directory, and run the provided setup script. This script handles all necessary Python and Node.js dependencies, creates a virtual environment, and initializes the project. Afterward, a simple start script launches both the local API and the browser-based UI.
Prerequisites:
- Windows 11, macOS, or Linux
- Node.js 22.18+ (24 LTS recommended)
- Python 3.11+ (3.12 recommended)
- Git
Estimated setup time: 10 minutes.
git clone https://github.com/simonlin1212/Vibe-Research.git vibe-research-agent
cd vibe-research-agent
scripts/setup
scripts/startWhat I'd Build With This
Niche Sector AI Report Generator (micro-saas)
Build a web service that offers highly specialized, AI-generated research reports for niche market sectors (e.g., specific sub-industries within tech, biotech, or manufacturing). Users input a sector, and the Vibe Research agent generates a comprehensive report, including key financials, news sentiment, and risk factors. This targets retail investors or small, specialized fund managers who need deep dives without the overhead of a full analyst team.
Effort: 2 Weeks Build Time · Target: Niche Retail Investors, Small Fund Managers · Pricing: $99/report or $49/month for 5 reports
Pro AI Financial Analyst Platform (saas)
Develop a hosted SaaS platform offering advanced AI-driven financial research capabilities for small to medium-sized investment firms. Integrate Vibe Research's agent core with premium real-time data feeds, add collaborative features for team research, and a customizable dashboard. Users get automated daily market recaps, deep-dive stock analysis, and portfolio monitoring, all powered by the agent's structured research methodology.
Effort: 3 Months Build Time · Target: Boutique Investment Firms, Hedge Funds · Pricing: $499/user/month
Custom AI Due Diligence Engine (enterprise)
Offer custom deployments of Vibe Research as an AI due diligence engine for large private equity firms, investment banks, or corporate M&A departments. This would involve integrating the core agent with the client's internal proprietary data lakes, compliance systems, and custom research methodologies. The system would automate initial target screening, detailed financial modeling, and risk assessment, providing auditable, evidence-backed reports.
Effort: 6 Months Build Time · Target: Large Private Equity, Investment Banks · Pricing: $100k+ per project + annual license
Sai Pavan Gopularam's Take
This project is a goldmine for anyone wanting to build a specialized AI financial tool. The structured research, evidence-backed reports, and local agent architecture mean you can create a truly differentiated product. I could see someone building a micro-SaaS around automated sector reports and charging $99 per report.
Watch Out For
- A-share Focus: Six-stage individual stock research is currently only supported for A-shares (China). US and HK markets will not initiate an empty research without a complete data chain.
- API Key Security: API keys are persistently saved in the browser's local storage and are not encrypted. This is only recommended for use on trusted personal computers. Clear them after use on shared machines.
- Third-Party Data Reliance: Endpoint registration does not guarantee third-party services are always available. Project outputs are based on potentially delayed, missing, or erroneous public data; users must verify and assume responsibility.
- LAN Access Risks: Optional LAN access is for trusted local networks only. It's a single-user workbench, not account-isolated. HTTP transfer is unencrypted, meaning API keys and research data could be exposed in plain text. Do not expose to public networks.
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