Trendy Post MCP

A service based on the MCP protocol that extracts text from images through OCR and generates trendy posts in the style of Xiaohongshu.

Social media Marketing #Image processing #Content generation #OCR extraction #Social posts .Python

rating : 2 points

downloads : 0

update time : 2025-12-12

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What is Trendy Post MCP?

Trendy Post MCP is an AI-based intelligent content generation service. It can automatically analyze the images (such as screenshots) you provide, identify the text and content in the images, and then generate attractive social media posts that match the style of the Xiaohongshu platform for you. You don't need to write the copy manually. The AI will help you complete the whole process from image analysis to copywriting creation.

How to use Trendy Post MCP?

It's very easy to use: 1. Start the service; 2. Provide an image (screenshot or photo); 3. The service will automatically analyze the image content; 4. The AI will generate a post copy in the style of Xiaohongshu, including the title, body text, and topic tags. The whole process is automated, and you only need to provide the original materials.

Applicable scenarios

It is suitable for users who need to quickly create social media content, especially: Xiaohongshu bloggers, social media operators, e-commerce sellers, content creators, marketing personnel, etc. When you see interesting images, product screenshots, or event photos, you can use it to quickly generate matching copy.

Main features

Intelligent image analysis 📸

Using advanced OCR technology, it can accurately identify the text in images, whether they are screenshots, photos, or images with text.

Xiaohongshu style generation 📱💬

It is specially optimized for the style of the Xiaohongshu platform, generating content that matches the platform's tone, including attractive titles, friendly body text, and popular topic tags.

Integrated processing flow 🔄

It provides a one-click processing function. From image upload to final copy generation, the whole process is automated, without the need for step-by-step operations.

Multilingual support 🔤

It supports text recognition and content generation in Chinese and English to meet the needs of different users.

Advantages

Save time: Automatically complete the whole process from image analysis to copywriting creation

High - quality content: Generate high - quality content that matches the style of the Xiaohongshu platform

Easy to operate: No technical background is required. Just upload an image to get the result

Flexible integration: Can be used as an independent service or integrated into other applications

Limitations

Dependent on image quality: Blurry images or overly small text may affect the recognition effect

Fixed style: Mainly targeted at the Xiaohongshu style. Adjustments may be needed for other platform styles

Requires an internet connection: Relies on the AI model for content generation

Manual proofreading may be required when processing complex layouts

How to use

Environment preparation

Ensure that your computer has installed the necessary software environment, including Python and Conda.

Start the service

Run the server program to start the content generation service.

Use the function

Upload an image or call the corresponding function through the provided interface. You can use the process_and_generate function to complete all steps at once.

Get the result

The service will return the generated Xiaohongshu - style post content, including the title, body text, and topic tags.

Usage examples

Product promotion

You took a photo of a new product and want to promote it on Xiaohongshu. Using this service can automatically identify the product features and generate attractive promotional copy.

Event record

You participated in an interesting event and took many photos. Using this service can quickly generate event review content to share with your fans.

Knowledge sharing

You have an infographic or knowledge card and want to share useful information. The service can extract the key information in the graph and convert it into easy - to - understand sharing content.

Frequently Asked Questions

Is this service completely free?

Which image formats are supported?

Can the generated content be directly published?

How long does it take to process an image?

Do I need programming knowledge to use it?

Related resources

Surya OCR project

The OCR engine used in this project, supporting multilingual text recognition

Model Context Protocol documentation

The official documentation of the MCP protocol to understand the protocol specifications

Xiaohongshu content creation guide

Understand the content characteristics and community specifications of the Xiaohongshu platform

🚀✨ Trendy Post MCP

A Model Context Protocol (MCP) service that takes a screenshot, extracts text via OCR, analyzes the image, and generates a trending Xiaohongshu-style post.

🚀 Quick Start

This MCP uses the trendy_post_mcp conda environment with Python 3.12 and Surya OCR.

# Activate the conda environment
conda activate trendy_post_mcp

# Run the MCP server
python server.py

✨ Features

Image Processing 🖼️: Extract text and analyze images
Content Generation 📝: Create engaging Xiaohongshu-style posts
LLM Integration 🧠: Uses AI to generate post styles, hashtags, and titles
MCP Compatibility 🔌: Works with any MCP client

💻 Usage Examples

Basic Usage

Once the server is running, it can be used as an MCP service that provides functions for:

Processing screenshots 📸
Analyzing image content 🔍
Generating trending social media posts in the style of Xiaohongshu 📱

Advanced Usage

The server exposes the following MCP functions:

process_screenshot: Extract text from an image URL 🔤
generate_post: Create a Xiaohongshu post from image analysis data ✍️
process_and_generate: Combine both functions in one step (recommended) 🔄
health_check: Check if the server is running properly 🩺

📚 Documentation

Project Structure 📁

server.py: Main MCP server implementation
image_processor.py: Screenshot processing and OCR functionality
post_generator.py: Xiaohongshu post generation logic
requirements.txt: Python dependencies

Dependencies 📦

OCR Engine

This project uses Surya OCR for text extraction, which is licensed under the GPL - 3.0 License. Surya is a powerful OCR engine that supports multiple languages and provides excellent results for complex layouts.

⚠️ Important Note

As Surya is licensed under GPL - 3.0, any distribution of this software must comply with the GPL - 3.0 license terms. Please ensure you understand these terms if you plan to distribute or modify this software.

Other Dependencies

FastMCP: For MCP server implementation
Pydantic: For data validation
Pillow: For image processing
ZhipuAI: For LLM - based content generation

📄 License

This project is licensed under the MIT License - see the LICENSE file for details. (Note: Components like Surya OCR have their own licenses as mentioned above)