E

Elfa MCP

Elfa MCP is a multi - language project, including Python and TypeScript versions, providing containerized deployment options and detailed documentation.
2 points
10

What is Elfa MCP?

Elfa MCP is a multi - language project that implements the Model Context Protocol (MCP), aiming to provide a standardized interface for AI model interaction. It supports two implementation methods, Python and TypeScript, which is convenient for developers with different technology stacks to use.

How to use Elfa MCP?

You can choose the Python or TypeScript implementation. After installing the corresponding dependencies, you can start using it. The project provides detailed documentation and examples to help you get started quickly.

Use cases

Suitable for scenarios that require standardized interaction with AI models, such as model serviceization, model testing, multi - model collaboration, etc.

Main features

Multi - language supportProvides two implementations in Python and TypeScript to meet the needs of different development environments
Standardized protocolImplements a unified model context protocol to standardize the model interaction method
Easy to integrateProvides clear API interfaces and documentation for easy integration with existing systems

Advantages and limitations

Advantages
Multi - language implementation, suitable for different technology stacks
Standardized protocol, improving model interoperability
Detailed documentation and examples, reducing the learning cost
Limitations
Currently only supports two languages, Python and TypeScript
The protocol functions are still being continuously improved
Requires a certain technical foundation to use

How to use

Install the Python implementation
Enter the python directory and install the project dependencies
Run the development environment
Install the development dependencies and start the service
Run with Docker
Run the service in a Docker container (optional)

Usage examples

Start the local MCP serviceStart the MCP service in the local development environment
Integrate into an existing projectIntegrate the MCP client into an existing Python project

Frequently Asked Questions

What does MCP stand for?
What are the differences between the Python and TypeScript implementations?
How to contribute code?

Related resources

Python implementation documentation
Detailed usage instructions for the Python implementation
Installation guide
System installation and configuration guide
GitHub repository
Project source code repository
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.
659
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
342
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
828
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
227
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
322
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
110
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
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
140
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
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
828
4.3 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#
564
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
282
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
753
4.8 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase