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Earnwithai
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Earnwithai

This is a list containing a large number of open - source AI projects, covering multiple fields from natural language processing, image generation to automated workflows. These projects aim to help developers build various applications using AI technology, including chatbots, code - generation tools, data - processing systems, etc.
Artificial intelligence chatbotsKnowledge management and memory#Open - source AI#Multi - field#Developer tools.Python
2.5 points
28

What is the MCP server?

The MCP server is a middleware system specifically designed to enhance the capabilities of AI agents. It provides context memory, knowledge retrieval, and tool - calling functions for AI models through a standardized protocol, enabling AI applications to handle complex tasks more intelligently.

How to use the MCP server?

The MCP server can be integrated into existing AI applications through simple APIs. Developers only need to configure the server address and authentication information, and the AI agent can obtain memory capabilities and tool - calling functions.

Applicable scenarios

The MCP server is particularly suitable for AI application scenarios that require long - term memory, multi - step reasoning, or cross - tool collaboration, such as intelligent customer service, automated workflows, and data analysis assistants.

Main features

Context memoryProvides long - term and short - term memory capabilities for AI agents, saving conversation history and important information
Tool callingA standardized interface allows AI to safely call external tools and APIs
Multi - platform supportSupports integration with various communication platforms such as WeChat, QQ, Telegram, and DingTalk
Knowledge retrievalRetrieves relevant information from connected databases or documents and provides it to AI

Advantages and limitations

Advantages
Open - source and free, can be self - deployed and controlled
Modular design, easy to expand new functions
Supports multiple mainstream AI models and platforms
Provides a standardized context management interface
Limitations
Requires certain technical knowledge for deployment and maintenance
Performance depends on the underlying hardware configuration
Some advanced functions require additional configuration

How to use

Installation and deployment
Deploy the MCP server via Docker or a direct installation package
Basic configuration
Modify the configuration file to set the database connection and API key
Integration into the application
Add the MCP client library to the AI application and configure the server address
Test and verification
Send a test request to verify whether the server is working properly

Usage cases

Intelligent customer service scenarioThe MCP server saves customers' historical consultation records, enabling AI customer service to provide continuous services
Data analysis taskAI calls data analysis tools through MCP to process Excel files
Multi - step workflowMCP coordinates multiple tools to complete complex tasks

Frequently Asked Questions

Which AI models does the MCP server support?
How to ensure data security?
What are the performance requirements?
Does it support custom tools?

Related resources

Official documentation
Complete usage guide and API reference
GitHub repository
Source code and issue tracking
Example projects
Various integration examples and demos
Community forum
User communication and problem - solving
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
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
A
Apple Notes MCP
A server that provides local Apple Notes database access for the Claude desktop client, supporting reading and searching of note content.
Python
207
4.3 points
C
Cloudflare
Changesets is a build tool for managing versions and releases in multi - package or single - package repositories.
TypeScript
1.5K
5 points
E
Eino
Eino is an LLM application development framework designed specifically for Golang, aiming to simplify the AI application development process through concise, scalable, reliable, and efficient component abstraction and orchestration capabilities. It provides a rich component library, powerful graphical orchestration functions, complete stream processing support, and a highly scalable aspect mechanism, covering the full-cycle toolchain from development to deployment.
Go
3.5K
5 points
M
Modelcontextprotocol
Certified
This project is an implementation of an MCP server integrated with the Sonar API, providing real-time web search capabilities for Claude. It includes guides on system architecture, tool configuration, Docker deployment, and multi-platform integration.
TypeScript
1.1K
5 points
S
Serena
Serena is a powerful open - source coding agent toolkit that can transform LLMs into full - fledged agents that can work directly on codebases. It provides IDE - like semantic code retrieval and editing tools, supports multiple programming languages, and can be integrated with multiple LLMs via the MCP protocol or the Agno framework.
Python
790
5 points
Z
Zhipu Web Search MCP
Python
67
4.5 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
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