How to Use the Sampling Feature
The Sampling feature is a crucial capability in MCP that enables servers to request LLM completions through clients, facilitating complex agentic behaviors while maintaining security and privacy.
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The Sampling feature is a crucial capability in MCP that enables servers to request LLM completions through clients, facilitating complex agentic behaviors while maintaining security and privacy.
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Claude MCP (Model Context Protocol) Protocol Architecture
Discover the best and most popular claude mcp servers
Alipay MCP Server is provided by Alipay Open Platform, allowing you to easily integrate transaction creation, query, refund and other capabilities from Alipay Open Platform into your LLM applications, and further create intelligent tools with payment capabilities.
MCP is a free SEO tool powered by Ahrefs data, offering key features like backlink analysis and keyword research to help optimize websites and improve search rankings.
Bridging the gap between Figma and MCP clients, enabling rapid design implementation through AI agents for seamless conversion from design to code.
Firecrawl MCP server providing web crawling capabilities for large language models
Allow large language models to directly interact and control Blender
A Zapier server that provides browser automation capabilities for large language models
Notion-MCP is a server solution that enhances Notion's functionality, offering improved performance, reliability, and customization options. It provides seamless integration, faster data processing, and better scalability for teams using Notion as their productivity platform. The service ensures stable connectivity and optimized workflows.
An MCP server allows AI agents to control web browsers via the browser-use tool, enabling automated web interactions and tasks. It provides a seamless interface for AI to navigate, manipulate, and extract data from web pages efficiently.
It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic
Link your Supabase projects with AI tools like Cursor, Claude, and Windsurf to enhance development workflows. This integration enables seamless data access and interaction, boosting productivity by leveraging AI capabilities directly within your database environment.
Search the web content with the Brave Search API
MCP K8S Go is a Kubernetes management tool that simplifies cluster operations through automation and streamlined workflows. Its core value lies in efficient resource management, easy deployment, and scalability for cloud-native applications. The platform enables developers to focus on building applications rather than infrastructure management.
Explore various client applications implementing the Model Context Protocol (MCP)
Claude MCP provides a standardized way to handle context interaction between AI models and development environments
Through a unified protocol, we can enable AI to better understand code structure, project environment, and developer intent
Simple yet powerful protocol design based on JSON-RPC 2.0, supporting bidirectional communication and rich context interaction
Unified resource access interface, supporting multiple resource types such as code and documentation
Flexible tool integration mechanism, supporting various tools such as file system and terminal
Standardized message format, supporting rich context information transmission
Standardized protocol design based on JSON-RPC 2.0
Flexible extension mechanism supporting custom functionality
Built-in security mechanisms ensure secure data transmission
Providing simple and easy-to-use APIs and SDKs for quick integration into your projects
{"mcpServers": {"filesystem": {"command": "npx","args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/allowed/files"]},"git": {"command": "uvx","args": ["mcp-server-git", "--repository", "path/to/git/repo"]},"github": {"command": "npx","args": ["-y", "@modelcontextprotocol/server-github"],"env": {"GITHUB_PERSONAL_ACCESS_TOKEN": "<YOUR_TOKEN>"}},"postgres": {"command": "npx","args": ["-y", "@modelcontextprotocol/server-postgres", "postgresql://localhost/mydb"]}}}
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This article provides a detailed breakdown of MCP (Model Context Protocol), explaining its working principles, core functionalities, and practical applications to help you fully understand this revolutionary technology hailed as the "USB interface for AI.
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Supporting multiple languages and regions, making it easy for developers worldwide to use