M

MCP Server Boilerplate

MCP Base is a foundational Python template for building Model Context Protocol (MCP) servers, offering modular tool, prompt, and resource management, supporting multiple transport layers (such as STDIO, SSE, HTTP), and including production-grade best practices for security, scalability, and maintainability.
2 points
8

What is MCP Base?

MCP Base is a foundational template that helps developers quickly build servers following the Model Context Protocol standard. It provides ready-to-use components for creating AI tools, prompts and resources that can be accessed by language models.

How to use MCP Base?

Simply install the package, configure your environment, and start the server with your preferred communication method (command line, web API, etc.). Then connect your AI applications to access the server's capabilities.

Use Cases

Ideal for developing AI agent platforms, building custom tools for language models, or creating managed prompt services. Commonly used in AI automation, content generation, and data processing scenarios.

Key Features

Multiple Connection OptionsSupports different ways to connect including command line (STDIO), web streaming (SSE), and standard HTTP API
Easy to ExtendAdd new tools, prompts or resources by simply creating new modules - no need to modify core code
Built-in SecurityIncludes safety features like input validation, access controls, and operation sandboxing
Ready for DeploymentComes with logging, configuration management and Docker support for easy production use

Pros and Cons

Advantages
Saves development time with ready-to-use foundation
Flexible architecture supports various AI use cases
Secure by design with multiple protection layers
Easy to maintain with clean code structure
Limitations
Requires Python knowledge for customization
Basic setup needs technical configuration
Limited to MCP protocol compatibility

Getting Started

Install Dependencies
First install required Python packages
Configure Environment
Copy and edit the environment configuration file
Start Server
Run the server using your preferred connection method

Example Uses

File ProcessingLet AI access and process files in a secure directory
API IntegrationConnect AI to external services through API tools
Prompt ManagementUse stored prompts for consistent AI responses

Frequently Asked Questions

Do I need to know Python to use this?
Can I add my own tools?
Is this secure for production use?

Helpful Resources

MCP Protocol Documentation
Official documentation for Model Context Protocol standard
Python SDK
Official Python implementation for MCP
Community Forum
Get help and share ideas with other developers
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
N
Notte Browser
Certified
Notte is an open-source full-stack network AI agent framework that provides browser sessions, automated LLM-driven agents, web page observation and operation, credential management, etc. It aims to transform the Internet into an agent-friendly environment and reduce the cognitive burden of LLMs by describing website structures in natural language.
657
4.5 points
S
Search1api
The Search1API MCP Server is a server based on the Model Context Protocol (MCP), providing search and crawling functions, and supporting multiple search services and tools.
TypeScript
341
4 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
827
4.3 points
B
Bing Search MCP
An MCP server for integrating Microsoft Bing Search API, supporting web page, news, and image search functions, providing network search capabilities for AI assistants.
Python
226
4 points
M
MCP Alchemy
Certified
MCP Alchemy is a tool that connects Claude Desktop to multiple databases, supporting SQL queries, database structure analysis, and data report generation.
Python
321
4.2 points
P
Postgresql MCP
A PostgreSQL database MCP service based on the FastMCP library, providing CRUD operations, schema inspection, and custom SQL query functions for specified tables.
Python
109
4 points
M
MCP Scan
MCP-Scan is a security scanning tool for MCP servers, used to detect common security vulnerabilities such as prompt injection, tool poisoning, and cross-domain escalation.
Python
615
5 points
A
Agentic Radar
Agentic Radar is a security scanning tool for analyzing and assessing agentic systems, helping developers, researchers, and security experts understand the workflows of agentic systems and identify potential vulnerabilities.
Python
555
5 points
Featured MCP Services
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
827
4.3 points
G
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
85
4.3 points
N
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
139
4.5 points
M
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
1.7K
5 points
F
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
6.7K
4.5 points
U
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#
562
5 points
G
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
281
4.5 points
M
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
751
4.8 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase