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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
4.9K
Open Site

Overview

Content Details

Alternatives

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 memory
Provides long - term and short - term memory capabilities for AI agents, saving conversation history and important information
Tool calling
A standardized interface allows AI to safely call external tools and APIs
Multi - platform support
Supports integration with various communication platforms such as WeChat, QQ, Telegram, and DingTalk
Knowledge retrieval
Retrieves relevant information from connected databases or documents and provides it to AI
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 scenario
The MCP server saves customers' historical consultation records, enabling AI customer service to provide continuous services
Data analysis task
AI calls data analysis tools through MCP to process Excel files
Multi - step workflow
MCP 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.

Alternatives

K
Klavis
Klavis AI is an open-source project that provides a simple and easy-to-use MCP (Model Context Protocol) service on Slack, Discord, and Web platforms. It includes various functions such as report generation, YouTube tools, and document conversion, supporting non-technical users and developers to use AI workflows.
TypeScript
9.5K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
5.5K
4 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 points
Z
Zen MCP Server
Zen MCP is a multi-model AI collaborative development server that provides enhanced workflow tools and cross-model context management for AI coding assistants such as Claude and Gemini CLI. It supports seamless collaboration of multiple AI models to complete development tasks such as code review, debugging, and refactoring, and can maintain the continuation of conversation context between different workflows.
Python
15.2K
5 points
O
Opendia
OpenDia is an open - source browser extension tool that allows AI models to directly control the user's browser, perform automated operations using existing login status, bookmarks and other data, support multiple browsers and AI models, and focus on privacy protection.
JavaScript
12.5K
5 points
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.
16.3K
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
24.8K
5 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
15.6K
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
15.8K
4.5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
44.8K
4.3 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#
20.3K
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
44.8K
4.5 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
15.0K
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
30.5K
4.8 points
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