RepoAlpha - Open Source M&A Intelligence

RepoAlpha transforms how Venture Capital and M&A teams evaluate open source projects. Traditional tools count stars — RepoAlpha asks who is starring. Using Bright Data's Web Unlocker, RepoAlpha scrapes the public GitHub profiles of every stargazer on trending repositories and extracts their employer. A Software Engineer at Nvidia starring a repo scores 15 points. An anonymous account scores zero. This Corporate Signal Score is the core innovation — behavioral data beats vanity metrics. The pipeline runs automatically every hour via GitHub Actions across five phases. Phase 1 harvests trending repositories via GitHub Search API. Phase 2 enriches stargazer profiles through Bright Data Web Unlocker to detect company affiliations. Phase 3 uses AI/ML API with Llama 3.1 70B to analyze each README for commercial value, generating a hype score from 1 to 10 and a one-sentence VC summary. Phase 4 fires real-time alerts to Slack, Discord, and email when a repo crosses the BUY threshold. Phase 5 generates pgvector embeddings for semantic similarity clustering. The War Room dashboard built on Streamlit displays live BUY, HOLD, and SELL ratings, top corporate adopters, license risk badges flagging AGPL as a legal minefield, hiring dossiers for acqui-hire targeting, historical score charts, and a voice alert feature powered by Speechmatics TTS that narrates signals aloud. The entire stack costs zero dollars. Bright Data handles scraping, Groq and AI/ML API handle intelligence, Supabase with pgvector handles storage and semantic search, Speechmatics handles voice, and Streamlit Community Cloud hosts the dashboard publicly. RepoAlpha delivers the same market mosaic intelligence that hedge funds pay millions for in equity markets — now available for the teams betting on the next generation of open source infrastructure.