https://github.com/bjornmelin/linkedin-saved-posts-ai

Scrape, classify & chat over your LinkedIn Saved Posts with Supabase, pgvector, Vercel Edge Functions, Playwright MCP and OpenRouter + OpenAI LLMs.
https://github.com/bjornmelin/linkedin-saved-posts-ai

ai ai-agents browser-use firecrawl gemini linkedin nextjs openai openai-agents-sdk openrouter pgvector playwright rag saved-posts supabase typescript vector-search vercel

Last synced: 24 days ago
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Scrape, classify & chat over your LinkedIn Saved Posts with Supabase, pgvector, Vercel Edge Functions, Playwright MCP and OpenRouter + OpenAI LLMs.

• Host: GitHub
• URL: https://github.com/bjornmelin/linkedin-saved-posts-ai
• Owner: BjornMelin
• License: mit
• Created: 2025-04-24T06:02:47.000Z (27 days ago)
• Default Branch: main
• Last Pushed: 2025-04-26T00:41:28.000Z (25 days ago)
• Last Synced: 2025-04-27T14:12:40.069Z (24 days ago)
• Topics: ai, ai-agents, browser-use, firecrawl, gemini, linkedin, nextjs, openai, openai-agents-sdk, openrouter, pgvector, playwright, rag, saved-posts, supabase, typescript, vector-search, vercel
• Homepage:
• Size: 6.84 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# LinkedIn Saved Posts AI

![Vercel](https://img.shields.io/badge/Deploy-Vercel-black?logo=vercel)

![Supabase](https://img.shields.io/badge/Powered_by-Supabase-3ECF8E?logo=supabase)

![MIT License](https://img.shields.io/badge/License-MIT-green)

Scrape, classify & chat over your **LinkedIn Saved Posts** using Supabase + pgvector, Vercel Edge Functions, Playwright MCP, Firecrawl MCP, and OpenRouter LLMs.

## ✨ Features

- **One-time bootstrap** scrape of every saved post (≈ 400 posts)

- **Daily incremental sync** via Vercel cron (stops on first duplicate)

- Rigid **Topic → Category → Subcategory** taxonomy for clean filtering

- Fast **vector & full-text search** (pgvector + Postgres)

- **Chat assistant** with switchable models: `o4-mini-high`, `o4-mini`, `gpt-4.1`, `gemini-2.5-flash`

- **Firecrawl enrichment** for external links (optional)

- Cursor AI rule-files for structured, SOLID, KISS code generation

## 🏗 Stack

| Layer     | Tech                                                                                  |

| --------- | ------------------------------------------------------------------------------------- |

| Front-end | Next.js (App Router), Tailwind, shadcn/ui                                             |

| Back-end  | Vercel Edge Functions + Playwright MCP                                                |

| Database  | Supabase Postgres + pgvector                                                          |

| AI / LLM  | OpenRouter (OpenAI & Gemini models)                                                   |

| Agents    | MCP Servers (playwright, firecrawl, tavily, git, github, sequential-thinking, memory) |

## 🚀 Quick Start

```bash

git clone https://github.com/BjornMelin/linkedin-saved-posts-ai.git

cd linkedin-saved-posts-ai

cp .env.example .env.local     # add your keys + LinkedIn li_at cookie

pnpm install

pnpm dev                       # local Next.js + Supabase

```

Then open  and log in with Supabase Email-Link Auth.

## 🛡 Security Notes

Secrets stay only in Vercel’s encrypted env-store — never commit them.  

GitHub secret-scanning is active for public repos. If a secret leaks, rotate immediately.

## 📄 License

[MIT](LICENSE.md)