Iamkrmayank/quote-fancy-mcp-server
If you are the rightful owner of quote-fancy-mcp-server and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
The MCP Server is a modular FastAPI backend designed for managing and automating various content-related tasks, leveraging PostgreSQL and modern Python tools.
🧠 MCP Server (Model Control Protocol)
A modular FastAPI backend designed for controlling and automating the lifecycle of quote generation, image handling, video metadata management, and structured content distribution — powered by PostgreSQL and modern Python tooling.
🚀 Features
- 🔡 Quotes & Structure Generator
- 🖼️ Image Downloader, Resizer & ALT Text Matcher
- 🔄 Batch Submit to Azure OpenAI
- 📹 Video Metadata Cleaner
- 📊 Metadata Generator & Textual Merge
- 🧭 Circular Navigation Logic for Stories
- 🧹 Final Quote Fancy Data Reordering
- 📥 All data handled via PostgreSQL
📦 Folder Structure
MCP_SERVER/ ├── main.py # FastAPI entry point ├── .env # Environment secrets (PG_HOST, PG_USER, etc.) ├── routers/ # All feature routes modularized │ ├── quotes.py │ ├── image_router.py │ ├── altxt.py │ ├── rotate.py │ ├── reorder.py │ └── … ├── requirements.txt # All dependencies
🛠️ Setup & Run Locally
1. Clone the repository
git clone https://github.com/Iamkrmayank/quote-fancy-mcp-server.git
cd mcp-server
2. Create .env file
PG_HOST=localhost
PG_PORT=5432
PG_DATABASE=your_db
PG_USER=your_user
PG_PASSWORD=your_password
3. Install dependencies
pip install -r requirements.txt
4. Run the FastAPI server
uvicorn main:app --reload
5. Key Endpoints
🔁 Key Endpoints
| Method | Endpoint | Description |
|---|---|---|
| POST | /quotes/ | Generate or scrape quotes |
| POST | /generate/ | Generate structured textual content |
| POST | /images/ | Download images from external sources |
| POST | /match/ | Match ALT text with images |
| POST | /azure/ | Submit batch text tasks to Azure OpenAI |
| POST | /track/ | Track Azure batch image processing |
| POST | /merge_text/ | Merge structured quote content |
| POST | /resizer/ | Resize and save images to S3/CDN |
| POST | /distribute/ | Distribute image URLs and paragraph text |
| POST | /videometa/ | Clean and normalize video metadata |
| POST | /modify_column/ | Remove or update specific DB columns |
| POST | /metadata/ | Generate metadata (title, description, keywords) |
| POST | /rotate/ | Add circular next/prev navigation to stories |
| POST | /reorder/ | Reorder final output to final_quote_fancy_data |
📍 Access Swagger UI: http://localhost:8000/docs
📄 License
MIT License
👨💻 Author
Kumar Mayank 📬 LinkedIn 🌐 GitHub