MCP Server
This is a startup template for creating a custom MCP server for Puch AI, including job search analysis and image processing tools, supporting secure external connections and authentication.
rating : 2 points
downloads : 7.1K
What is an MCP server?
MCP (Model Context Protocol) is a protocol that allows Puch AI to securely connect to external tools and data. It's like installing 'superpower plugins' for AI, which can expand functionality without affecting security.How to use the MCP Starter?
Just follow 4 steps: 1) Install the environment. 2) Set the key. 3) Start the service. 4) Expose the service via ngrok. Then you can use the enhanced features in Puch AI.Applicable scenarios
Suitable for users who need to conduct in - depth analysis of recruitment information, process images in batches, or add custom functions to AI assistants.Main features
Intelligent job analysis
Parse the key requirements of job descriptions and extract information such as skill points and salary ranges.
Image black - and - white conversion
Convert uploaded color pictures into artistic black - and - white effects.
Security authentication
Ensure connection security through Bearer Token.
Advantages
A ready - to - use template that can be deployed in 5 minutes.
Seamless integration with Puch AI.
Modular design for easy addition of new tools.
Limitations
Basic Python knowledge is required for custom development.
The free version of ngrok connection changes every time it restarts.
Video processing functions are not supported yet.
How to use
Environment preparation
Ensure that Python 3.11+ is installed. It is recommended to use the uv tool to manage the environment.
Set the key
Configure your authentication token and WhatsApp number in the.env file.
Start the service
Run the main program and start the service on port 8086.
Expose the service
Use ngrok to create an HTTPS tunnel (a necessary step).
Usage examples
Job analysis
Quickly understand the core skills and salary levels required for a job.
Image style conversion
Convert product images into black - and - white style for design drafts.
Frequently Asked Questions
Why is ngrok needed?
How to add new tools?
What if the authentication fails?
Related resources
Official MCP documentation
Complete protocol specifications and development guides.
Puch AI Discord community
Get real - time help and case sharing.
JSON - RPC 2.0 specification
Reference for the underlying communication protocol.

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
14.8K
4.5 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
24.8K
5 points

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
15.6K
4.3 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
43.6K
4.3 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
20.3K
5 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
44.6K
4.5 points

Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
15.0K
4.5 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
29.4K
4.8 points
