Zio Ella
zio-ella is a development framework for MCP servers on modern AI platforms based on Scala 3 and the ZIO framework, supporting the definition of tools and capabilities and integrating the ZIO technology stack.
rating : 2.5 points
downloads : 9.6K
What is zio-ella?
zio-ella is a lightweight framework specifically designed for building servers that comply with the Model Context Protocol (MCP) standard. It allows developers to quickly create AI tools and services and interact with AI platforms through a standard protocol.How to use zio-ella?
Developers can create services by defining tool capabilities and then start the server using the ZIO runtime.Applicable scenarios
Suitable for scenarios that require providing customized tools and services for AI models, such as simple functions like weather queries and time services, and can also be extended to complex business logic.Main features
Tool definition
Simply and intuitively define tools and functions that can be called by AI
ZIO integration
Completely based on the ZIO framework, providing powerful concurrency and error handling capabilities
MCP protocol support
Fully compatible with the Model Context Protocol standard

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
16.6K
4.3 points

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
24.5K
5 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
43.7K
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#
19.2K
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
45.3K
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
30.2K
4.8 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
62.4K
4.7 points

